Kronecker reparameterized large kernel for image compressed sensing.

Shaohui Lin

Jiao Xie Lingfu Jiang Heming Jia Shaohui Lin Yinqi Zhang Linlin Yang Fang Fang Junjun Jiang Kronecker reparameterized large kernel for image compressed sensing. 2026 132833 672 Neurocomputing https://doi.org/10.1016/j.neucom.2026.132833 db/journals/ijon/ijon672.html#XieJJLZYFJ26 streams/journals/ijon

Yuan Fang Xiangfeng Xu Wenxi Li Yuming Wang Heming Jia Yunhang Shen Jiao Xie Shaohui Lin Query-guided feature mining for weakly supervised object detection. 2026 133698 686 Neurocomputing https://doi.org/10.1016/j.neucom.2026.133698 db/journals/ijon/ijon686.html#FangXLWJSXL26 streams/journals/ijon

Kangjie Zhang Wenxuan Huang 0001 Xin Zhou Boxiang Zhou Dejia Song Yuan Xie 0006 Baochang Zhang 0001 Lizhuang Ma Nemo Chen Xu Tang 0007 Yao Hu 0002 Shaohui Lin CLIP-Map: Structured Matrix Mapping for Parameter-Efficient CLIP Compression. 2026 February abs/2602.05909 CoRR https://doi.org/10.48550/arXiv.2602.05909 db/journals/corr/corr2602.html#abs-2602-05909 streams/journals/corr

Yuntian Tang Bohan Jia Wenxuan Huang 0001 Lianyue Zhang Jiao Xie Wenxi Li Rongrong Ji Shaohui Lin Towards Efficient Large Language Reasoning Models via Extreme-Ratio Chain-of-Thought Compression. 2026 February abs/2602.08324 CoRR https://doi.org/10.48550/arXiv.2602.08324 db/journals/corr/corr2602.html#abs-2602-08324 streams/journals/corr

Zhuokang Shen Yifan Wang Hanyu Chen Wenxuan Huang 0001 Yunhang Shen Shaohui Lin GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant. 2026 March abs/2603.01059 CoRR https://doi.org/10.48550/arXiv.2603.01059 db/journals/corr/corr2603.html#abs-2603-01059 streams/journals/corr

Jiatong Li Zheng Chen 0014 Kai Liu 0034 Jingkai Wang 0003 Zihan Zhou Xiaoyang Liu Libo Zhu Jue Gong Radu Timofte Yulun Zhang 0001 Congyu Wang Zihao Wang Ke Wu Xinzhe Zhu Fengkai Zhang Zhongbao Yang Long Sun Jiangxin Dong Jinshan Pan Jiachen Tu Yaokun Shi Guoyi Xu Yaoxin Jiang Jiajia Liu 0002 Renyuan Situ Yixin Yang 0005 Zhaorun Zhou Junyang Chen 0001 Yuqi Li Chuanguang Yang Weilun Feng Chuanyue Yan Yuedong Tan Yingli Tian Zhenzhong Chen 0001 Tongqi Guo Ruhan Liu Sangzi Shi Huazhang Deng Jie Yang 0002 Wenzhuo Ma Yuantong Zhang Daiqin Yang Tianrun Chen Deyi Ji Yuxiao Jiang Qi Zhu 0010 Lanyun Zhu Yuwen Pan Runze Tian Mingyu Shi Zhanfeng Feng Yuanfei Bao Jiaming Guo Renjing Pei Xin Di Long Peng 0003 Linfeng Jiang Xueyang Fu Yang Cao 0010 Zhengjun Zha Choulhyouc Lee Shyang-En Weng Yi-Cheng Liao Jorge Tyrakowski Yu-Syuan Xu Wei-Chen Chiu Ching-Chun Huang Yoonjin Im Jihye Park Hyungju Chun Hyunhee Park MinKyu Park Xiaoxuan Yu Jianxing Zhang Yuxuan Jiang 0015 Chengxi Zeng Tianhao Peng 0004 Fan Zhang 0017 David Bull 0001 Watchara Ruangsang Supavadee Aramvith JiaHao Deng Wei Zhou 0037 Hongyu Huang Shaohui Lin Zihan Wang Yilin Chen Yunchen Li Junbo Qiao Wei Li 0002 Jiao Xie Gaoqi He Wenxi Li The First Challenge on Mobile Real-World Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview. 2026 April abs/2604.17306 CoRR https://doi.org/10.48550/arXiv.2604.17306 db/journals/corr/corr2604.html#abs-2604-17306 streams/journals/corr

Zihan Wang Xudong Huang Junbo Qiao Wei Li 0002 Jie Hu 0021 Xinghao Chen 0001 Shaohui Lin Allo{SR}<sup>2</sup>: Rectifying One-Step Super-Resolution to Stay Real via Allomorphic Generative Flows. 2026 April abs/2604.19238 CoRR https://doi.org/10.48550/arXiv.2604.19238 db/journals/corr/corr2604.html#abs-2604-19238 streams/journals/corr

Shizhe Zhou Bohan Jia Kai Wu Yan Shen Tongyun Li Yuyang Wu Shaohui Lin ReactBench: A Cause-Driven Benchmark for Multimodal Hallucination via Systematic Evaluation. 2026 May abs/2605.29579 CoRR https://doi.org/10.48550/arXiv.2605.29579 db/journals/corr/corr2605.html#abs-2605-29579 streams/journals/corr

Zhenwu Shi Jingyu Gong Peiwei Wang Xingzan Wang Tianwen Qian Wenxi Li Yuan Fang Jiao Xie Lizhuang Ma Shaohui Lin Omni-Supervised Motion Editing: Balancing Change and Invariance through Positive-Negative Learning. 2026 May abs/2605.30969 CoRR https://doi.org/10.48550/arXiv.2605.30969 db/journals/corr/corr2605.html#abs-2605-30969 streams/journals/corr

Yunchen Li Shaohui Lin Zhou Yu A Theoretical Analysis of Memory and Overfitting Phenomena in Stochastic Interpolation Models. 2026 June abs/2606.08554 CoRR https://doi.org/10.48550/arXiv.2606.08554 db/journals/corr/corr2606.html#abs-2606-08554 streams/journals/corr

Mingcheng Wang Junbo Qiao Yunchen Li Lingfu Jiang Wei Li Jie Hu Jiao Xie Zhou Yu Xinghao Chen Guixu Zhang Shaohui Lin CSD: Content-aware Speculative Decoding for Efficient Image Generation. 2026 June abs/2606.27829 CoRR https://doi.org/10.48550/arXiv.2606.27829 db/journals/corr/corr2606.html#abs-2606-27829 streams/journals/corr

Junbo Qiao Shaohui Lin Yulun Zhang 0001 Wei Li 0002 Jie Hu 0021 Gaoqi He Changbo Wang Lizhuang Ma DCS-RISR: Dynamic channel splitting for efficient real-world image super-resolution. 107119 2025 184 Neural Networks https://doi.org/10.1016/j.neunet.2024.107119 db/journals/nn/nn184.html#QiaoLZLHHWM25 streams/journals/nn

Junbo Qiao Wei Li Haizhen Xie Hanting Chen Jie Hu 0021 Shaohui Lin Jungong Han LIPT: Latency-Aware Image Processing Transformer. 3056-3069 2025 34 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2025.3567832 db/journals/tip/tip34.html#QiaoLXCHLH25 streams/journals/tip

Junbo Qiao Jincheng Liao Wei Li 0002 Yulun Zhang 0001 Yong Guo Jiao Xie Jie Hu 0021 Shaohui Lin Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution. 8461-8473 2025 34 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2025.3643146 db/journals/tip/tip34.html#QiaoLLZGXHL25 streams/journals/tip

Wenhao Dong Haodong Zhu Shaohui Lin Xiaoyan Luo Yunhang Shen Guodong Guo Baochang Zhang 0001 Fusion-Mamba for Cross-Modality Object Detection. 7392-7406 2025 27 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2025.3599020 db/journals/tmm/tmm27.html#DongZLLSGZ25 streams/journals/tmm

Yunshuai Zhou Junbo Qiao Jincheng Liao Wei Li 0002 Simiao Li Jiao Xie Yunhang Shen Jie Hu 0021 Shaohui Lin Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration. 10861-10869 2025 AAAI https://doi.org/10.1609/aaai.v39i10.33180 conf/aaai/2025 db/conf/aaai/aaai2025.html#ZhouQL0LXSHL25 Shuyang Liu Ruiqiu Zheng Yunhang Shen Zhou Yu Ke Li 0015 Xing Sun 0001 Shaohui Lin Probability-Density-aware Semi-supervised Learning. 18943-18950 2025 AAAI https://doi.org/10.1609/aaai.v39i18.34085 conf/aaai/2025 db/conf/aaai/aaai2025.html#LiuZSY0SL25 Huixin Sun Runqi Wang Yanjing Li Linlin Yang Shaohui Lin Xianbin Cao 0001 Baochang Zhang 0001 SET: Spectral Enhancement for Tiny Object Detection. 4713-4723 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Sun_SET_Spectral_Enhancement_for_Tiny_Object_Detection_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.00444 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#SunWLYL0025 Xiangfeng Xu Pinyi Zhang Wenxuan Huang 0001 Yunhang Shen Haosheng Chen Jingzhong Lin Wei Li 0002 Gaoqi He Jiao Xie Shaohui Lin Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion. 9829-9838 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Xu_Weakly_Supervised_Semantic_Segmentation_via_Progressive_Confidence_Region_Expansion_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.00918 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#XuZ0SCL0HXL25 Chaoyou Fu Yuhan Dai Yongdong Luo Lei Li Shuhuai Ren Renrui Zhang Zihan Wang Chenyu Zhou Yunhang Shen Mengdan Zhang Peixian Chen Yanwei Li Shaohui Lin Sirui Zhao Ke Li 0015 Tong Xu 0001 Xiawu Zheng Enhong Chen Caifeng Shan Ran He 0001 Xing Sun 0001 Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. 24108-24118 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Fu_Video-MME_The_First-Ever_Comprehensive_Evaluation_Benchmark_of_Multi-modal_LLMs_in_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.02245 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#FuDLLRZWZSZCLLZ25 Zihan Wang Yunhang Shen Mengtian Li Ke Li 0015 Xing Sun 0001 Shaohui Lin Lizhuang Ma Knowledge Transfer Across Modalities for Weakly Supervised Point Cloud Semantic Segmentation. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890346 conf/icassp/2025 db/conf/icassp/icassp2025.html#WangSLLSLM25 Bangwei Liu Yicheng Bao Shaohui Lin Xuhong Wang Xin Tan 0002 Yingchun Wang Yuan Xie 0006 Chaochao Lu IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval. ICCVW 2025 6379-6388 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00662 db/conf/iccv/iccv2025w.html#LiuBLWTWXL25 streams/conf/iccv Haodong Zhu Wenhao Dong Linlin Yang Hong Li 0016 Yuguang Yang 0007 Yangyang Ren Qingcheng Zhu Zichao Feng Changbai Li Shaohui Lin Runqi Wang Xiaoyan Luo Baochang Zhang 0001 WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection. 2025 ICCV 11219-11229 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.01044 db/conf/iccv/iccv2025.html#ZhuDYLYRZFLLWLZ25 streams/conf/iccv Wenxuan Huang 0001 Zijie Zhai Yunhang Shen Shaosheng Cao Fei Zhao 0012 Xiangfeng Xu Zheyu Ye Shaohui Lin Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification. 2025 ICLR https://openreview.net/forum?id=hzVpZDrW73 conf/iclr/2025 db/conf/iclr/iclr2025.html#HuangZSCZXYL25 Simiao Li Yun Zhang Wei Li 0002 Hanting Chen Wenjia Wang Bingyi Jing Shaohui Lin Jie Hu 0021 Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution. 2025 ICLR https://openreview.net/forum?id=cWHonXThtM conf/iclr/2025 db/conf/iclr/iclr2025.html#LiZLCWJLH25 Yun Zhang Wei Li 0002 Simiao Li Hanting Chen Zhijun Tu Bingyi Jing Shaohui Lin Jie Hu 0021 Wenjia Wang AugKD: Ingenious Augmentations Empower Knowledge Distillation for Image Super-Resolution. 2025 ICLR https://openreview.net/forum?id=AC3713Fmhx conf/iclr/2025 db/conf/iclr/iclr2025.html#Zhang0LCTJLHW25 Zihan Wang Yunhang Shen Yuan Fang Zuwei Long Ke Li 0015 Xing Sun 0001 Jiao Xie Shaohui Lin Towards Universal Perception through Language-Guided Open-World Object Detection. 1190-1199 2025 ACM Multimedia https://doi.org/10.1145/3746027.3755017 conf/mm/2025 db/conf/mm/mm2025.html#WangSFLL0XL25 Ling You Wenxuan Huang 0001 Xinni Xie Xiangyi Wei Bangyan Li Shaohui Lin Yang Li 0041 Changbo Wang TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation. 3418-3427 2025 ACM Multimedia https://doi.org/10.1145/3746027.3755077 conf/mm/2025 db/conf/mm/mm2025.html#You0XWLLLW25 Chong Zhang Jingyu Gong Shaohui Lin Yang Li 0041 Zhizhong Zhang 0001 Wandering and feeling the Scenes: Body-Aware Diffusion for 3D Human Motion Generation. 138:1-138:7 2025 MMAsia https://doi.org/10.1145/3743093.3770934 conf/mmasia/2025 db/conf/mmasia/mmasia2025.html#ZhangGLL025 Yinqi Zhang Xintian Han Haolong Li Kedi Chen Shaohui Lin Complete Chess Games Enable LLM Become A Chess Master. 1-7 2025 NAACL (Short Papers) https://doi.org/10.18653/v1/2025.naacl-short.1 https://aclanthology.org/2025.naacl-short.1/ conf/naacl/2025-2 db/conf/naacl/naacl2025-2.html#ZhangHLCL25 streams/conf/naacl Xiaoyu Zhan Wenxuan Huang 0001 Hao Sun Xinyu Fu 0009 Changfeng Ma Shaosheng Cao Bohan Jia Shaohui Lin Zhenfei Yin Lei Bai 0001 Wanli Ouyang Yuanqi Li Jie Guo 0001 Yanwen Guo 0001 Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/78e36c70d5051e9e271b00289624d709-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#ZhanHSFMCJLYBOL25

Yinqi Zhang Xintian Han Haolong Li Kedi Chen Shaohui Lin Complete Chess Games Enable LLM Become A Chess Master. 2025 January abs/2501.17186 CoRR https://doi.org/10.48550/arXiv.2501.17186 db/journals/corr/corr2501.html#abs-2501-17186 streams/journals/corr

Miaomiao Cai Guanjie Wang Wei Li 0002 Zhijun Tu Hanting Chen Shaohui Lin Jie Hu 0021 Autoregressive Image Generation Guided by Chains of Thought. 2025 February abs/2502.16965 CoRR https://doi.org/10.48550/arXiv.2502.16965 db/journals/corr/corr2502.html#abs-2502-16965 streams/journals/corr

Wenxuan Huang 0001 Bohan Jia Zijie Zhai Shaosheng Cao Zheyu Ye Fei Zhao 0012 Zhe Xu Yao Hu 0002 Shaohui Lin Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models. 2025 March abs/2503.06749 CoRR https://doi.org/10.48550/arXiv.2503.06749 db/journals/corr/corr2503.html#abs-2503-06749 streams/journals/corr

Bangyan Li Wenxuan Huang 0001 Yunhang Shen Yeqiang Wang Shaohui Lin Jingzhong Lin Ling You Yinqi Zhang Ke Li 0015 Xing Sun 0001 Yuling Sun LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition? 2025 March abs/2503.07487 CoRR https://doi.org/10.48550/arXiv.2503.07487 db/journals/corr/corr2503.html#abs-2503-07487 streams/journals/corr

Bangwei Liu Yicheng Bao Shaohui Lin Xuhong Wang Xin Tan 0002 Yingchun Wang Yuan Xie 0006 Chaochao Lu IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval. 2025 April abs/2504.00954 CoRR https://doi.org/10.48550/arXiv.2504.00954 db/journals/corr/corr2504.html#abs-2504-00954 streams/journals/corr

Ling You Wenxuan Huang 0001 Xinni Xie Xiangyi Wei Bangyan Li Shaohui Lin Yang Li 0041 Changbo Wang TimeSoccer: An End-to-End Multimodal Large Language Model for Soccer Commentary Generation. 2025 April abs/2504.17365 CoRR https://doi.org/10.48550/arXiv.2504.17365 db/journals/corr/corr2504.html#abs-2504-17365 streams/journals/corr

Bohan Jia Wenxuan Huang 0001 Yuntian Tang Junbo Qiao Jincheng Liao Shaosheng Cao Fei Zhao 0012 Zhaopeng Feng Zhouhong Gu Zhenfei Yin Lei Bai 0001 Wanli Ouyang Lin Chen 0019 Fei Zhao 0012 Zihan Wang Yuan Xie 0006 Shaohui Lin CompBench: Benchmarking Complex Instruction-guided Image Editing. 2025 May abs/2505.12200 CoRR https://doi.org/10.48550/arXiv.2505.12200 db/journals/corr/corr2505.html#abs-2505-12200 streams/journals/corr

Junbo Qiao Miaomiao Cai Wei Li 0002 Yutong Liu Xudong Huang Gaoqi He Jiao Xie Jie Hu 0021 Xinghao Chen 0001 Shaohui Lin RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought. 2025 June abs/2506.16796 CoRR https://doi.org/10.48550/arXiv.2506.16796 db/journals/corr/corr2506.html#abs-2506-16796 streams/journals/corr

Haodong Zhu Wenhao Dong Linlin Yang Hong Li 0016 Yuguang Yang 0007 Yangyang Ren Qingcheng Zhu Zichao Feng Changbai Li Shaohui Lin Runqi Wang Xiaoyan Luo Baochang Zhang 0001 WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection. 2025 July abs/2507.18173 CoRR https://doi.org/10.48550/arXiv.2507.18173 db/journals/corr/corr2507.html#abs-2507-18173 streams/journals/corr

Wenxuan Huang 0001 Shuang Chen 0010 Zheyong Xie Shaosheng Cao Shixiang Tang Yufan Shen Qingyu Yin Wenbo Hu Xiaoman Wang Yuntian Tang Junbo Qiao Yue Guo Yao Hu 0002 Zhenfei Yin Philip Torr 0001 Yu Cheng 0001 Wanli Ouyang Shaohui Lin Interleaving Reasoning for Better Text-to-Image Generation. 2025 September abs/2509.06945 CoRR https://doi.org/10.48550/arXiv.2509.06945 db/journals/corr/corr2509.html#abs-2509-06945 streams/journals/corr

Zhuokang Shen Kaisen Zhang Bohan Jia Yuan Fang Zhou Yu Shaohui Lin DF-LLaVA: Unlocking MLLM's potential for Synthetic Image Detection via Prompt-Guided Knowledge Injection. 2025 September abs/2509.14957 CoRR https://doi.org/10.48550/arXiv.2509.14957 db/journals/corr/corr2509.html#abs-2509-14957 streams/journals/corr

Qin Dong Yuntian Tang Heming Jia Yunhang Shen Bohan Jia Wenxuan Huang 0001 Lianyue Zhang Jiao Xie Shaohui Lin MASA: Rethinking the Representational Bottleneck in LoRA with Multi-A Shared Adaptation. 2025 October abs/2510.06005 CoRR https://doi.org/10.48550/arXiv.2510.06005 db/journals/corr/corr2510.html#abs-2510-06005 streams/journals/corr

Xiaoyu Zhan Wenxuan Huang 0001 Hao Sun Xinyu Fu 0009 Changfeng Ma Shaosheng Cao Bohan Jia Shaohui Lin Zhenfei Yin Lei Bai 0001 Wanli Ouyang Yuanqi Li Jie Guo 0001 Yanwen Guo 0001 Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models. 2025 November abs/2511.01618 CoRR https://doi.org/10.48550/arXiv.2511.01618 db/journals/corr/corr2511.html#abs-2511-01618 streams/journals/corr

Shaohui Lin Bo Ji 0004 Rongrong Ji Angela Yao A closer look at branch classifiers of multi-exit architectures. 103900 2024 February 239 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2023.103900 db/journals/cviu/cviu239.html#LinJJY24

Jiale Lu Lianggangxu Chen Haoyue Guan Shaohui Lin Chunhua Gu Changbo Wang Gaoqi He Improving rare relation inferring for scene graph generation using bipartite graph network. 103901 2024 February 239 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2023.103901 db/journals/cviu/cviu239.html#LuCGLGWH24

Yinqi Zhang Lingfu Jiang Fuhai Chen Jiao Xie Baochang Zhang 0001 Gaoqi He Shaohui Lin SegCFT: Context-aware Fourier Transform for efficient semantic segmentation. 127946 2024 596 Neurocomputing https://doi.org/10.1016/j.neucom.2024.127946 db/journals/ijon/ijon596.html#ZhangJCXZHL24

Zhizhong Zhang 0001 Yuan Xie 0006 Chong Zhang Yanbo Wang 0003 Yanyun Qu Shaohui Lin Lizhuang Ma Qi Tian 0001 Dynamic image super-resolution via progressive contrastive self-distillation. 110502 2024 153 Pattern Recognit. https://doi.org/10.1016/j.patcog.2024.110502 db/journals/pr/pr153.html#ZhangXZWQLMT24

Mengtian Li Shaohui Lin Zihan Wang Yunhang Shen Baochang Zhang 0001 Lizhuang Ma Class-imbalanced semi-supervised learning for large-scale point cloud semantic segmentation via decoupling optimization. 110701 2024 156 Pattern Recognit. https://doi.org/10.1016/j.patcog.2024.110701 db/journals/pr/pr156.html#LiLWSZM24 streams/journals/pr

Shaohui Lin Xiaoxi Zhang 0001 Yupeng Li 0001 Carlee Joe-Wong Jingpu Duan Dongxiao Yu Yu Wu 0010 Xu Chen 0004 Online Management for Edge-Cloud Collaborative Continuous Learning: A Two-Timescale Approach. 14561-14574 2024 December 23 IEEE Trans. Mob. Comput. 12 https://doi.org/10.1109/TMC.2024.3451715 db/journals/tmc/tmc23.html#LinZLJDYWC24 streams/journals/tmc

Lianggangxu Chen Youqi Song Shaohui Lin Changbo Wang Gaoqi He Kumaraswamy Wavelet for Heterophilic Scene Graph Generation. 1138-1146 2024 AAAI https://doi.org/10.1609/aaai.v38i2.27875 conf/aaai/2024 db/conf/aaai/aaai2024.html#ChenSLWH24 Jianghang Lin Yunhang Shen Bingquan Wang Shaohui Lin Ke Li 0015 Liujuan Cao Weakly Supervised Open-Vocabulary Object Detection. 3404-3412 2024 AAAI https://doi.org/10.1609/aaai.v38i4.28127 conf/aaai/2024 db/conf/aaai/aaai2024.html#LinSWLLC24 Yunchen Li Zhou Yu Gaoqi He Yunhang Shen Ke Li 0015 Xing Sun 0001 Shaohui Lin SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space. 13709-13717 2024 AAAI https://doi.org/10.1609/aaai.v38i12.29276 conf/aaai/2024 db/conf/aaai/aaai2024.html#LiYHSLSL24 Runqi Wang Huixin Sun Linlin Yang Shaohui Lin Chuanjian Liu Yan Gao 0017 Yao Hu 0002 Baochang Zhang 0001 AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries. 15598-15606 2024 AAAI https://doi.org/10.1609/aaai.v38i14.29487 conf/aaai/2024 db/conf/aaai/aaai2024.html#WangSYLLGH024 Bin Ren Yawei Li 0001 Nancy Mehta Radu Timofte Hongyuan Yu Cheng Wan Yuxin Hong Bingnan Han Zhuoyuan Wu Yajun Zou Yuqing Liu Jizhe Li Keji He Chao Fan Heng Zhang 0042 Xiaolin Zhang Xuanwu Yin Kunlong Zuo Bohao Liao Peizhe Xia Long Peng 0003 Zhibo Du Xin Di Wangkai Li Yang Wang Wei Zhai Renjing Pei Jiaming Guo Songcen Xu Yang Cao 0010 Zhengjun Zha Yan Wang Yi Liu Qing Wang Gang Zhang Liou Zhang Shijie Zhao Long Sun Jinshan Pan Jiangxin Dong Jinhui Tang 0001 Xin Liu Min Yan Qian Wang Menghan Zhou Yiqiang Yan Yixuan Liu Wensong Chan Dehua Tang Dong Zhou 0003 Li Wang Lu Tian Emad Barsoum Bohan Jia Junbo Qiao Yunshuai Zhou Yun Zhang Wei Li Shaohui Lin Shenglong Zhou 0002 Binbin Chen Jincheng Liao Suiyi Zhao Zhao Zhang 0001 Bo Wang Yan Luo 0004 Yanyan Wei Feng Li Mingshen Wang Yawei Li 0004 Jinhan Guan Dehua Hu Jiawei Yu Qisheng Xu Tao Sun Long Lan Kele Xu Xin Lin Jingtong Yue Lehan Yang Shiyi Du Lu Qi Chao Ren Zeyu Han Yuhan Wang Chaolin Chen Haobo Li Mingjun Zheng Zhongbao Yang Lianhong Song Xingzhuo Yan Minghan Fu Jingyi Zhang Baiang Li Qi Zhu 0010 Xiaogang Xu 0002 Dan Guo 0001 Chunle Guo Jiadi Chen Huanhuan Long Chunjiang Duanmu Xiaoyan Lei Jie Liu Weilin Jia Weifeng Cao Wenlong Zhang Yanyu Mao Ruilong Guo Nihao Zhang Manoj Pandey Maksym Chernozhukov Giang Le Shuli Cheng Hongyuan Wang Ziyan Wei Qingting Tang Liejun Wang Yongming Li Yanhui Guo Hao Xu Akram Khatami-Rizi Ahmad Mahmoudi-Aznaveh Chih-Chung Hsu Chia-Ming Lee Yi-Shiuan Chou Amogh Joshi 0001 Nikhil Akalwadi Sampada Malagi Palani Yashaswini Chaitra Desai Ramesh Ashok Tabib Ujwala Patil Uma Mudenagudi The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. 6595-6631 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00656 https://www.wikidata.org/entity/Q130927564 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#RenLMTYWHHWZLLH22 Yunhang Shen Chaoyou Fu Peixian Chen Mengdan Zhang Ke Li 0015 Xing Sun 0001 Yunsheng Wu Shaohui Lin Rongrong Ji Aligning and Prompting Everything All at Once for Universal Visual Perception. 13193-13203 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01253 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#ShenFCZ0SWLJ24 Wenxuan Huang 0001 Yunhang Shen Jiao Xie Baochang Zhang 0001 Gaoqi He Ke Li 0015 Xing Sun 0001 Shaohui Lin A General and Efficient Training for Transformer via Token Expansion. 15783-15792 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01494 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#HuangSX0H0SL24 Lianggangxu Chen Xuejiao Wang Jiale Lu Shaohui Lin Changbo Wang Gaoqi He CLIP-Driven Open-Vocabulary 3D Scene Graph Generation via Cross-Modality Contrastive Learning. 27863-27873 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02632 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#ChenWLLWH24 Zikai Zhou Yunhang Shen Shitong Shao Linrui Gong Shaohui Lin Rethinking Centered Kernel Alignment in Knowledge Distillation. 5680-5688 2024 IJCAI https://www.ijcai.org/proceedings/2024/628 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#ZhouSSGL24 Tiancheng Wang Yuguang Yang 0007 Linlin Yang Shaohui Lin Juan Zhang Guodong Guo Baochang Zhang 0001 CLIP in Mirror: Disentangling text from visual images through reflection. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/2bda52aca6d214904eceffbce50f2e8c-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#Wang0YLZG024

Mengtian Li Shaohui Lin Zihan Wang Yunhang Shen Baochang Zhang 0001 Lizhuang Ma Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization. 2024 abs/2401.06975 CoRR https://doi.org/10.48550/arXiv.2401.06975 db/journals/corr/corr2401.html#abs-2401-06975

Zikai Zhou Yunhang Shen Shitong Shao Huanran Chen Linrui Gong Shaohui Lin Rethinking Centered Kernel Alignment in Knowledge Distillation. 2024 abs/2401.11824 CoRR https://doi.org/10.48550/arXiv.2401.11824 db/journals/corr/corr2401.html#abs-2401-11824

Wenxuan Huang 0001 Yunhang Shen Jiao Xie Baochang Zhang 0001 Gaoqi He Ke Li 0015 Xing Sun 0001 Shaohui Lin A General and Efficient Training for Transformer via Token Expansion. 2024 abs/2404.00672 CoRR https://doi.org/10.48550/arXiv.2404.00672 db/journals/corr/corr2404.html#abs-2404-00672

Simiao Li Yun Zhang Wei Li 0002 Hanting Chen Wenjia Wang Bingyi Jing Shaohui Lin Jie Hu 0021 Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution. 2024 abs/2404.02573 CoRR https://doi.org/10.48550/arXiv.2404.02573 db/journals/corr/corr2404.html#abs-2404-02573

Junbo Qiao Wei Li 0002 Haizhen Xie Hanting Chen Yunshuai Zhou Zhijun Tu Jie Hu 0021 Shaohui Lin LIPT: Latency-aware Image Processing Transformer. 2024 abs/2404.06075 CoRR https://doi.org/10.48550/arXiv.2404.06075 db/journals/corr/corr2404.html#abs-2404-06075

Wenhao Dong Haodong Zhu Shaohui Lin Xiaoyan Luo Yunhang Shen Xuhui Liu Juan Zhang Guodong Guo Baochang Zhang 0001 Fusion-Mamba for Cross-modality Object Detection. 2024 abs/2404.09146 CoRR https://doi.org/10.48550/arXiv.2404.09146 db/journals/corr/corr2404.html#abs-2404-09146

Bin Ren Yawei Li 0001 Nancy Mehta Radu Timofte Hongyuan Yu Cheng Wan 0006 Yuxin Hong Bingnan Han Zhuoyuan Wu Yajun Zou Yuqing Liu Jizhe Li Keji He Chao Fan Heng Zhang 0042 Xiaolin Zhang Xuanwu Yin Kunlong Zuo Bohao Liao Peizhe Xia Long Peng 0003 Zhibo Du Xin Di Wangkai Li Yang Wang Wei Zhai Renjing Pei Jiaming Guo Songcen Xu Yang Cao 0010 Zhengjun Zha Yan Wang Yi Liu Qing Wang Gang Zhang Liou Zhang Shijie Zhao Long Sun Jinshan Pan Jiangxin Dong Jinhui Tang 0001 Xin Liu Min Yan Qian Wang Menghan Zhou Yiqiang Yan Yixuan Liu Wensong Chan Dehua Tang Dong Zhou 0003 Li Wang Lu Tian Emad Barsoum Bohan Jia Junbo Qiao Yunshuai Zhou Yun Zhang Wei Li Shaohui Lin Shenglong Zhou 0002 Binbin Chen Jincheng Liao Suiyi Zhao Zhao Zhang 0001 Bo Wang Yan Luo 0004 Yanyan Wei Feng Li Mingshen Wang Yawei Li 0004 Jinhan Guan Dehua Hu Jiawei Yu Qisheng Xu Tao Sun Long Lan Kele Xu Xin Lin Jingtong Yue Lehan Yang Shiyi Du Lu Qi Chao Ren Zeyu Han Yuhan Wang Chaolin Chen Haobo Li 0003 Mingjun Zheng Zhongbao Yang Lianhong Song Xingzhuo Yan Minghan Fu Jingyi Zhang Baiang Li Qi Zhu 0010 Xiaogang Xu 0002 Dan Guo 0001 Chunle Guo Jiadi Chen Huanhuan Long The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. 2024 abs/2404.10343 CoRR https://doi.org/10.48550/arXiv.2404.10343 db/journals/corr/corr2404.html#abs-2404-10343

Chaoyou Fu Yuhan Dai Yondong Luo Lei Li Shuhuai Ren Renrui Zhang Zihan Wang Chenyu Zhou Yunhang Shen Mengdan Zhang Peixian Chen Yanwei Li Shaohui Lin Sirui Zhao Ke Li 0015 Tong Xu 0001 Xiawu Zheng Enhong Chen Rongrong Ji Xing Sun 0001 Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. 2024 abs/2405.21075 CoRR https://doi.org/10.48550/arXiv.2405.21075 db/journals/corr/corr2405.html#abs-2405-21075

Liujuan Cao Jianghang Lin Zebo Hong Yunhang Shen Shaohui Lin Chao Chen 0026 Rongrong Ji HUWSOD: Holistic Self-training for Unified Weakly Supervised Object Detection. 2024 abs/2406.19394 CoRR https://doi.org/10.48550/arXiv.2406.19394 db/journals/corr/corr2406.html#abs-2406-19394 streams/journals/corr

Junbo Qiao Jincheng Liao Wei Li 0002 Yulun Zhang 0001 Yong Guo Yi Wen Zhangxizi Qiu Jiao Xie Jie Hu 0021 Shaohui Lin Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution. 2024 abs/2410.10140 CoRR https://doi.org/10.48550/arXiv.2410.10140 db/journals/corr/corr2410.html#abs-2410-10140 streams/journals/corr

Wenxuan Huang 0001 Zijie Zhai Yunhang Shen Shaosheng Cao Fei Zhao 0012 Xiangfeng Xu Zheyu Ye Shaohui Lin Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification. 2024 abs/2412.00876 CoRR https://doi.org/10.48550/arXiv.2412.00876 db/journals/corr/corr2412.html#abs-2412-00876 streams/journals/corr

Yunshuai Zhou Junbo Qiao Jincheng Liao Wei Li 0002 Simiao Li Jiao Xie Yunhang Shen Jie Hu 0021 Shaohui Lin Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration. 2024 abs/2412.08939 CoRR https://doi.org/10.48550/arXiv.2412.08939 db/journals/corr/corr2412.html#abs-2412-08939 streams/journals/corr

Shuyang Liu Ruiqiu Zheng Yunhang Shen Ke Li 0015 Xing Sun 0001 Zhou Yu Shaohui Lin Probability-density-aware Semi-supervised Learning. 2024 abs/2412.17547 CoRR https://doi.org/10.48550/arXiv.2412.17547 db/journals/corr/corr2412.html#abs-2412-17547 streams/journals/corr

Jiao Xie Shaohui Lin Yichen Zhang Linkai Luo Compressing convolutional neural networks with cheap convolutions and online distillation. 102428 2023 July 78 Displays https://doi.org/10.1016/j.displa.2023.102428 db/journals/displays/displays78.html#XieLZL23

Jiao Xie Linrui Gong Shitong Shao Shaohui Lin Linkai Luo Hybrid knowledge distillation from intermediate layers for efficient Single Image Super-Resolution. 126592 2023 October 554 Neurocomputing https://doi.org/10.1016/j.neucom.2023.126592 db/journals/ijon/ijon554.html#XieGSLL23

Nan Wang 0027 Shaohui Lin Xiaoxiao Li Ke Li 0015 Yunhang Shen Yue Gao 0002 Lizhuang Ma MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet. 2740-2750 2023 September 42 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2023.3264433 https://www.wikidata.org/entity/Q121114809 db/journals/tmi/tmi42.html#WangLLLSGM23

Yiqing Cai Lianggangxu Chen Haoyue Guan Shaohui Lin Changhong Lu Changbo Wang Gaoqi He Explicit Invariant Feature Induced Cross-Domain Crowd Counting. 259-267 2023 AAAI https://doi.org/10.1609/aaai.v37i1.25098 conf/aaai/2023 db/conf/aaai/aaai2023.html#CaiCGLLWH23 Linrui Gong Shaohui Lin Baochang Zhang 0001 Yunhang Shen Ke Li 0015 Ruizhi Qiao Bo Ren 0002 Muqing Li Zhou Yu Lizhuang Ma Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation. 7731-7739 2023 AAAI https://doi.org/10.1609/aaai.v37i6.25937 conf/aaai/2023 db/conf/aaai/aaai2023.html#GongL0SLQ0LYM23 Shaohui Lin Xiaoxi Zhang 0001 Yupeng Li 0001 Carlee Joe-Wong Jingpu Duan Xu Chen 0004 An Online Control Approach of Collaborative Federated Learning with Constrained Resources. 211-212 2023 APNet https://doi.org/10.1145/3600061.3603138 conf/apnet/2023 db/conf/apnet/apnet2023.html#LinZLJDC23 Ziqing Li Yang Li Shaohui Lin RAGT: Learning Robust Features for Occluded Human Pose and Shape Estimation with Attention-Guided Transformer. 329-347 2023 CAD/Graphics https://doi.org/10.1007/978-981-99-9666-7_22 conf/cadgraphics/2023 db/conf/cadgraphics/cadgraphics2023.html#LiLL23 Runqi Wang Xiaoyue Duan Guoliang Kang Jianzhuang Liu Shaohui Lin Songcen Xu Jinhu Lv 0001 Baochang Zhang 0001 AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning. 3654-3663 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00356 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#WangDKLLXL023 Nan Wang 0027 Chengwei Chen Lizhuang Ma Shaohui Lin Latent Feature Regularization based Adversarial Network for Brain Tumor Anomaly Detection. 954-959 2023 ICME https://doi.org/10.1109/ICME55011.2023.00168 conf/icmcs/2023 db/conf/icmcs/icme2023.html#WangCML23 Jiale Lu Lianggangxu Chen Youqi Song Shaohui Lin Changbo Wang Gaoqi He Prior Knowledge-driven Dynamic Scene Graph Generation with Causal Inference. 4877-4885 2023 ACM Multimedia https://doi.org/10.1145/3581783.3612249 conf/mm/2023 db/conf/mm/mm2023.html#LuCSLWH23 Xiangchuang Chen Yunhang Shen Xuan Luo Yan Zhang 0109 Ke Li 0015 Shaohui Lin Classifier Decoupled Training for Black-Box Unsupervised Domain Adaptation. 16-30 2023 PRCV (3) https://doi.org/10.1007/978-981-99-8435-0_2 conf/prcv/2023-3 db/conf/prcv/prcv2023-3.html#ChenSLZLL23 Chong Huang Shaohui Lin Yan Zhang 0109 Ke Li 0015 Baochang Zhang 0001 Data-Free Low-Bit Quantization via Dynamic Multi-teacher Knowledge Distillation. 28-41 2023 PRCV (8) https://doi.org/10.1007/978-981-99-8543-2_3 conf/prcv/2023-8 db/conf/prcv/prcv2023-8.html#HuangLZLZ23 Jie Guo Qimeng Wang Yan Gao 0017 Xiaolong Jiang Shaohui Lin Baochang Zhang 0001 MVP-SEG: Multi-view Prompt Learning for Open-Vocabulary Semantic Segmentation. 158-171 2023 PRCV (12) https://doi.org/10.1007/978-981-99-8555-5_13 conf/prcv/2023-12 db/conf/prcv/prcv2023-12.html#GuoWGJLZ23 Shaohui Lin Xiaoxi Zhang 0001 Yupeng Li 0001 Carlee Joe-Wong Jingpu Duan Xu Chen 0004 EdgeC3: Online Management for Edge-Cloud Collaborative Continuous Learning. 411-419 2023 SECON https://doi.org/10.1109/SECON58729.2023.10287414 conf/secon/2023 db/conf/secon/secon2023.html#LinZLJDC23

Runqi Wang Xiaoyue Duan Guoliang Kang Jianzhuang Liu Shaohui Lin Songcen Xu Jinhu Lv 0001 Baochang Zhang 0001 AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning. 2023 abs/2305.11488 CoRR https://doi.org/10.48550/arXiv.2305.11488 db/journals/corr/corr2305.html#abs-2305-11488

Shaohui Lin Wenxuan Huang 0001 Jiao Xie Baochang Zhang 0001 Yunhang Shen Zhou Yu Jungong Han David S. Doermann Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler. 2023 abs/2307.00198 CoRR https://doi.org/10.48550/arXiv.2307.00198 db/journals/corr/corr2307.html#abs-2307-00198

Yunhang Shen Chaoyou Fu Peixian Chen Mengdan Zhang Ke Li 0015 Xing Sun 0001 Yunsheng Wu Shaohui Lin Rongrong Ji Aligning and Prompting Everything All at Once for Universal Visual Perception. 2023 abs/2312.02153 CoRR https://doi.org/10.48550/arXiv.2312.02153 db/journals/corr/corr2312.html#abs-2312-02153

Yunchen Li Zhou Yu Gaoqi He Yunhang Shen Ke Li 0015 Xing Sun 0001 Shaohui Lin SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space. 2023 abs/2312.08200 CoRR https://doi.org/10.48550/arXiv.2312.08200 db/journals/corr/corr2312.html#abs-2312-08200

Chaoyou Fu Renrui Zhang Zihan Wang Yubo Huang Zhengye Zhang Longtian Qiu Gaoxiang Ye Yunhang Shen Mengdan Zhang Peixian Chen Sirui Zhao Shaohui Lin Deqiang Jiang Di Yin Peng Gao 0007 Ke Li 0015 Hongsheng Li 0001 Xing Sun 0001 A Challenger to GPT-4V? Early Explorations of Gemini in Visual Expertise. 2023 abs/2312.12436 CoRR https://doi.org/10.48550/arXiv.2312.12436 db/journals/corr/corr2312.html#abs-2312-12436

Jianghang Lin Yunhang Shen Bingquan Wang Shaohui Lin Ke Li 0015 Liujuan Cao Weakly Supervised Open-Vocabulary Object Detection. 2023 abs/2312.12437 CoRR https://doi.org/10.48550/arXiv.2312.12437 db/journals/corr/corr2312.html#abs-2312-12437

Chengwei Chen Yuan Xie 0006 Shaohui Lin Angela Yao Guannan Jiang Wei Zhang 0217 Yanyun Qu Ruizhi Qiao Bo Ren 0002 Lizhuang Ma Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection. 230-238 2022 AAAI https://doi.org/10.1609/aaai.v36i1.19898 conf/aaai/2022 db/conf/aaai/aaai2022.html#ChenXLYJZQQRM22 Mengtian Li Yuan Xie 0006 Yunhang Shen Bo Ke Ruizhi Qiao Bo Ren 0002 Shaohui Lin Lizhuang Ma HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization. 14910-14919 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01451 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#Li0SKQRLM22 Yuting Gao Jia-Xin Zhuang Shaohui Lin Hao Cheng 0012 Xing Sun 0001 Ke Li 0015 Chunhua Shen DisCo: Remedying Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning. 237-253 2022 ECCV (26) https://doi.org/10.1007/978-3-031-19809-0_14 conf/eccv/2022-26 db/conf/eccv/eccv2022-26.html#GaoZLCSLS22 Haiyan Wu Yuting Gao Yinqi Zhang Shaohui Lin Yuan Xie 0006 Xing Sun 0001 Ke Li 0015 Self-supervised Models are Good Teaching Assistants for Vision Transformers. 24031-24042 2022 ICML https://proceedings.mlr.press/v162/wu22c.html conf/icml/2022 db/conf/icml/icml2022.html#WuGZL0SL22

Shaohui Lin Bo Ji 0004 Rongrong Ji Angela Yao A Closer Look at Branch Classifiers of Multi-exit Architectures. 2022 abs/2204.13347 CoRR https://doi.org/10.48550/arXiv.2204.13347 db/journals/corr/corr2204.html#abs-2204-13347

Nan Wang 0027 Shaohui Lin Xiaoxiao Li Ke Li 0015 Yunhang Shen Yue Gao 0002 Lizhuang Ma MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet. 2022 abs/2206.00902 CoRR https://doi.org/10.48550/arXiv.2206.00902 db/journals/corr/corr2206.html#abs-2206-00902

Junbo Qiao Shaohui Lin Yunlun Zhang Wei Li 0002 Jie Hu 0021 Gaoqi He Changbo Wang Lizhuang Ma DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution. 2022 abs/2212.07613 CoRR https://doi.org/10.48550/arXiv.2212.07613 db/journals/corr/corr2212.html#abs-2212-07613

Xudong Tian Zhizhong Zhang 0001 Shaohui Lin Yanyun Qu Yuan Xie 0006 Lizhuang Ma Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification. 1522-1531 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Tian_Farewell_to_Mutual_Information_Variational_Distillation_for_Cross-Modal_Person_Re-Identification_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00157 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#TianZLQ0M21 Yuchao Li Shaohui Lin Jianzhuang Liu Qixiang Ye Mengdi Wang 0001 Fei Chao 0001 Fan Yang 0016 Jincheng Ma Qi Tian 0001 Rongrong Ji Towards Compact CNNs via Collaborative Compression. 6438-6447 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Li_Towards_Compact_CNNs_via_Collaborative_Compression_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00637 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#LiLLYWC0M0J21 Haiyan Wu Yanyun Qu Shaohui Lin Jian Zhou Ruizhi Qiao Zhizhong Zhang 0001 Yuan Xie 0006 Lizhuang Ma Contrastive Learning for Compact Single Image Dehazing. 10551-10560 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Wu_Contrastive_Learning_for_Compact_Single_Image_Dehazing_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.01041 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#WuQLZQZ0M21 Pan Chen Shaohui Lin Yongxiang Zhang Jiachen Xu Xin Tan 0002 Lizhuang Ma Self-supervised Compressed Video Action Recognition via Temporal-Consistent Sampling. 237-249 2021 ICONIP (4) https://doi.org/10.1007/978-3-030-92273-3_20 conf/iconip/2021-4 db/conf/iconip/iconip2021-4.html#ChenLZXTM21 Chengwei Chen Yuan Xie 0006 Shaohui Lin Ruizhi Qiao Jian Zhou Xin Tan 0002 Yi Zhang Lizhuang Ma Novelty Detection via Contrastive Learning with Negative Data Augmentation. 606-614 2021 IJCAI https://doi.org/10.24963/ijcai.2021/84 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#ChenXLQZTZM21 Xuncheng Liu Xudong Tian Shaohui Lin Yanyun Qu Lizhuang Ma Wang Yuan Zhizhong Zhang 0001 Yuan Xie 0006 Learn from Concepts: Towards the Purified Memory for Few-shot Learning. 888-894 2021 IJCAI https://doi.org/10.24963/ijcai.2021/123 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#LiuTLQMYZX21 Yanbo Wang 0003 Shaohui Lin Yanyun Qu Haiyan Wu Zhizhong Zhang 0001 Yuan Xie 0006 Angela Yao Towards Compact Single Image Super-Resolution via Contrastive Self-distillation. 1122-1128 2021 IJCAI https://doi.org/10.24963/ijcai.2021/155 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#WangLQWZXY21

Haiyan Wu Yanyun Qu Shaohui Lin Jian Zhou Ruizhi Qiao Zhizhong Zhang 0001 Yuan Xie 0006 Lizhuang Ma Contrastive Learning for Compact Single Image Dehazing. 2021 abs/2104.09367 CoRR https://arxiv.org/abs/2104.09367 db/journals/corr/corr2104.html#abs-2104-09367

Yuchao Li Shaohui Lin Jianzhuang Liu Qixiang Ye Mengdi Wang 0001 Fei Chao 0001 Fan Yang 0016 Jincheng Ma Qi Tian 0001 Rongrong Ji Towards Compact CNNs via Collaborative Compression. 2021 abs/2105.11228 CoRR https://arxiv.org/abs/2105.11228 db/journals/corr/corr2105.html#abs-2105-11228

Yanbo Wang 0003 Shaohui Lin Yanyun Qu Haiyan Wu Zhizhong Zhang 0001 Yuan Xie 0006 Angela Yao Towards Compact Single Image Super-Resolution via Contrastive Self-distillation. 2021 abs/2105.11683 CoRR https://arxiv.org/abs/2105.11683 db/journals/corr/corr2105.html#abs-2105-11683

Chengwei Chen Yuan Xie 0006 Shaohui Lin Ruizhi Qiao Jian Zhou Xin Tan 0002 Yi Zhang Lizhuang Ma Novelty Detection via Contrastive Learning with Negative Data Augmentation. 2021 abs/2106.09958 CoRR https://arxiv.org/abs/2106.09958 db/journals/corr/corr2106.html#abs-2106-09958

Shaohui Lin Rongrong Ji Yuchao Li Cheng Deng 0002 Xuelong Li 0001 Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning. 574-588 2020 31 IEEE Trans. Neural Networks Learn. Syst. 2 https://doi.org/10.1109/TNNLS.2019.2906563 https://www.wikidata.org/entity/Q93125162 db/journals/tnn/tnn31.html#LinJLDL20

Huixia Li Chenqian Yan Shaohui Lin Xiawu Zheng Baochang Zhang 0001 Fan Yang 0016 Rongrong Ji PAMS: Quantized Super-Resolution via Parameterized Max Scale. 564-580 2020 ECCV (25) https://doi.org/10.1007/978-3-030-58595-2_34 conf/eccv/2020-25 db/conf/eccv/eccv2020-25.html#LiYLZZYJ20 Yuchao Li Rongrong Ji Shaohui Lin Baochang Zhang 0001 Chenqian Yan Yongjian Wu 0001 Feiyue Huang Ling Shao 0001 Interpretable Neural Network Decoupling. 653-669 2020 ECCV (15) https://doi.org/10.1007/978-3-030-58555-6_39 conf/eccv/2020-15 db/conf/eccv/eccv2020-15.html#LiJLZYWHS20 Moritz Wolter Shaohui Lin Angela Yao Neural Network Compression via Learnable Wavelet Transforms. 39-51 2020 ICANN (2) https://doi.org/10.1007/978-3-030-61616-8_4 conf/icann/2020-2 db/conf/icann/icann2020-2.html#WolterLY20

Moritz Wolter Shaohui Lin Angela Yao Towards deep neural network compression via learnable wavelet transforms. 2020 abs/2004.09569 CoRR https://arxiv.org/abs/2004.09569 db/journals/corr/corr2004.html#abs-2004-09569

Huixia Li Chenqian Yan Shaohui Lin Xiawu Zheng Yuchao Li Baochang Zhang 0001 Fan Yang 0016 Rongrong Ji PAMS: Quantized Super-Resolution via Parameterized Max Scale. 2020 abs/2011.04212 CoRR https://arxiv.org/abs/2011.04212 db/journals/corr/corr2011.html#abs-2011-04212

Zongyue Wang Shaohui Lin Jiao Xie Yangbin Lin Pruning Blocks for CNN Compression and Acceleration via Online Ensemble Distillation. 175703-175716 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2957203 db/journals/access/access7.html#WangLXL19

Shaohui Lin Rongrong Ji Chao Chen 0026 Dacheng Tao Jiebo Luo 0001 Holistic CNN Compression via Low-Rank Decomposition with Knowledge Transfer. 2889-2905 2019 41 IEEE Trans. Pattern Anal. Mach. Intell. 12 https://doi.org/10.1109/TPAMI.2018.2873305 https://www.wikidata.org/entity/Q57055834 db/journals/pami/pami41.html#LinJCTL19

Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang 0001 Liujuan Cao Qixiang Ye Feiyue Huang David S. Doermann Towards Optimal Structured CNN Pruning via Generative Adversarial Learning. 2790-2799 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Lin_Towards_Optimal_Structured_CNN_Pruning_via_Generative_Adversarial_Learning_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00290 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#LinJYZCYHD19 Yuchao Li Shaohui Lin Baochang Zhang 0001 Jianzhuang Liu David S. Doermann Yongjian Wu 0001 Feiyue Huang Rongrong Ji Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression. 2800-2809 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Li_Exploiting_Kernel_Sparsity_and_Entropy_for_Interpretable_CNN_Compression_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00291 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#LiLZLDWHJ19

Shaohui Lin Rongrong Ji Yuchao Li Cheng Deng 0002 Xuelong Li 0001 Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning. 2019 abs/1901.07827 CoRR http://arxiv.org/abs/1901.07827 db/journals/corr/corr1901.html#abs-1901-07827

Yuchao Li Rongrong Ji Shaohui Lin Baochang Zhang 0001 Chenqian Yan Yongjian Wu 0001 Feiyue Huang Ling Shao 0001 Dynamic Neural Network Decoupling. 2019 abs/1906.01166 CoRR http://arxiv.org/abs/1906.01166 db/journals/corr/corr1906.html#abs-1906-01166

Jiao Xie Shaohui Lin Yichen Zhang Linkai Luo Training convolutional neural networks with cheap convolutions and online distillation. 2019 abs/1909.13063 CoRR http://arxiv.org/abs/1909.13063 db/journals/corr/corr1909.html#abs-1909-13063

Shaohui Lin Rongrong Ji Yuchao Li Yongjian Wu 0001 Feiyue Huang Baochang Zhang 0001 Accelerating Convolutional Networks via Global & Dynamic Filter Pruning. 2425-2432 2018 IJCAI https://doi.org/10.24963/ijcai.2018/336 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#LinJLWHZ18

Yuchao Li Shaohui Lin Baochang Zhang 0001 Jianzhuang Liu David S. Doermann Yongjian Wu 0001 Feiyue Huang Rongrong Ji Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression. 2018 abs/1812.04368 CoRR http://arxiv.org/abs/1812.04368 db/journals/corr/corr1812.html#abs-1812-04368

Shaohui Lin Rongrong Ji Chao Chen 0026 Feiyue Huang ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy. 1424-1430 2017 AAAI https://doi.org/10.1609/aaai.v31i1.10756 conf/aaai/2017 db/conf/aaai/aaai2017.html#LinJCH17

Shaohui Lin Ling Cai 0003 Xianming Lin Rongrong Ji Masked face detection via a modified LeNet. 197-202 2016 218 Neurocomputing https://doi.org/10.1016/j.neucom.2016.08.056 db/journals/ijon/ijon218.html#LinCLJ16

Shaohui Lin Rongrong Ji Xiaowei Guo Xuelong Li 0001 Towards Convolutional Neural Networks Compression via Global Error Reconstruction. 1753-1759 2016 IJCAI http://www.ijcai.org/Abstract/16/251 conf/ijcai/2016 db/conf/ijcai/ijcai2016.html#LinJGL16 Nikhil Akalwadi Supavadee Aramvith Ahmad Mahmoudi AznavehAhmad Mahmoudi-Aznaveh Lei Bai 0001 Yicheng Bao Yuanfei Bao Emad Barsoum David Bull 0001 Ling Cai 0003 Miaomiao Cai Yiqing Cai Liujuan Cao Shaosheng Cao Weifeng Cao Xianbin Cao 0001 Yang Cao 0010 Wensong Chan Fei Chao 0001 Binbin Chen Chao Chen 0026 Chaolin Chen Chengwei Chen Enhong Chen Fuhai Chen Hanting Chen Hanyu Chen Haosheng Chen Huanran Chen Jiadi Chen Junyang Chen 0001 Kedi Chen Lianggangxu Chen Lin Chen 0019 Nemo Chen Pan Chen Peixian Chen Shuang Chen 0010 Tianrun Chen Xiangchuang Chen Xinghao Chen Xinghao Chen 0001 Xu Chen 0004 Yilin Chen Zheng Chen 0014 Zhenzhong Chen 0001 Hao Cheng 0012 Shuli Cheng Yu Cheng 0001 Maksym Chernozhukov Walon Wei-Chen ChiuWei-Chen Chiu Yi-Shiuan Chou Hyungju Chun Yuhan Dai Cheng Deng 0002 Huazhang Deng JiaHao Deng Chaitra Desai Xin Di David S. Doermann Jiangxin Dong Qin Dong Wenhao Dong Shiyi Du Zhibo Du Jingpu Duan Xiaoyue Duan C. J. 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