DSADF: Thinking Fast and Slow for Decision Making.

Shufei Zhang

Zhihao Dou Dongfei Cui Jun Yan 0013 Weida Wang Benteng Chen Haoming Wang Zeke Xie Shufei Zhang DSADF: Thinking Fast and Slow for Decision Making. 2026 June 270 134 Int. J. Comput. Vis. 6 https://doi.org/10.1007/s11263-026-02866-4 db/journals/ijcv/ijcv134.html#DouCYWCWXZ26 streams/journals/ijcv

Jianpeng Chen Yawen Ling Yazhou Ren 0001 Shufei Zhang Lifang He 0001 SMHGC: Homophily-agnostic multi-view heterophilous graph clustering. 2026 113668 179 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.113668 db/journals/pr/pr179.html#ChenLRZH26 streams/journals/pr

Yusong Hu Runmin Ma Yue Fan Jinxin Shi Zongsheng Cao Yuhao Zhou 0005 Jiakang Yuan Shuaiyu Zhang Shiyang Feng Xiangchao Yan Shufei Zhang Wenlong Zhang Lei Bai 0001 Bo Zhang 0069 FlowSearch: Advancing Deep Research with Dynamic Structured Knowledge Flow. 21212-21245 2026 ACL (1) https://aclanthology.org/2026.acl-long.971/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#HuMFSCZYZFYZZBZ26 Benteng Chen Weida Wang Shufei Zhang Mingbao Lin Min Zhang 0068 Step-GRPO: Internalizing Dynamic Early Exit for Efficient Reasoning. 21710-21724 2026 ACL (1) https://aclanthology.org/2026.acl-long.990/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#ChenWZLZ26 Xiaozhuang Song Xuanhao Pan Xinjian Zhao Hangting Ye Shufei Zhang Jian Tang Tianshu Yu 0001 AOT*: Efficient Synthesis Planning via LLM-Empowered AND-OR Tree Search. 34727-34758 2026 ACL (Findings) https://aclanthology.org/2026.findings-acl.1734/ conf/acl/2026f db/conf/acl/acl2026f.html#SongPZYZTY26 Yiqun Zhang Peng Ye 0006 Xiaocui Yang Shi Feng 0001 Shufei Zhang Lei Bai 0001 Wanli Ouyang Shuyue Hu Nature-Inspired Population-Based Evolution of Large Language Models. 44187-44205 2026 ACL (1) https://aclanthology.org/2026.acl-long.2044/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#ZhangYYFZBOH26

Zhongyao Wang Taoyong Cui Jiawen Zou Shufei Zhang Bo Yan Wanli Ouyang Weimin Tan Mao Su Equivariant Evidential Deep Learning for Interatomic Potentials. 2026 February abs/2602.10419 CoRR https://doi.org/10.48550/arXiv.2602.10419 db/journals/corr/corr2602.html#abs-2602-10419 streams/journals/corr

Wanhao Liu Weida Wang Jiaqing Xie Suorong Yang Jue Wang Benteng Chen Guangtao Mei Zonglin Yang 0001 Shufei Zhang Yuchun Mo Lang Cheng Jin Zeng 0004 Houqiang Li Wanli Ouyang Yuqiang Li PolyReal: A Benchmark for Real-World Polymer Science Workflows. 2026 April abs/2604.02934 CoRR https://doi.org/10.48550/arXiv.2604.02934 db/journals/corr/corr2604.html#abs-2604-02934 streams/journals/corr

Benteng Chen Weida Wang Shufei Zhang Mingbao Lin Min Zhang 0068 Step-GRPO: Internalizing Dynamic Early Exit for Efficient Reasoning. 2026 April abs/2604.16890 CoRR https://doi.org/10.48550/arXiv.2604.16890 db/journals/corr/corr2604.html#abs-2604-16890 streams/journals/corr

Zongsheng Cao Bihao Zhan Jinxin Shi Jiong Wang Fangchen Yu Zhijie Zhong Zijie Guo Tianshuo Peng Zhuo Liu Yi Xie 0003 Xiang Zhuang Shengji Tang Yue Fan Runmin Ma Shiyang Feng Xiangchao Yan Anran Liu Peng Ye 0006 Wenlong Zhang Shufei Zhang Chunfeng Song Fenghua Ling Jie Zhou 0015 Liang He 0001 Bo Zhang 0069 Lei Bai 0001 Agents-K1: Towards Agent-native Knowledge Orchestration. 2026 June abs/2606.13669 CoRR https://doi.org/10.48550/arXiv.2606.13669 db/journals/corr/corr2606.html#abs-2606-13669 streams/journals/corr

Jiaqing Xie Weida Wang Ben Gao Zhuo Yang Haiyuan Wang Shufei Zhang Tianfan Fu Yuqiang Li QCBench: Evaluating Large Language Models on Domain-Specific Quantitative Chemistry. 12268-12278 2025 65 J. Chem. Inf. Model. 22 https://doi.org/10.1021/acs.jcim.5c02033 db/journals/jcisd/jcisd65.html#XieWGYWZFL25 streams/journals/jcisd

Junxian Li 0001 Di Zhang 0026 Xunzhi Wang Zeying Hao Jingdi Lei Qian Tan Cai Zhou Wei Liu 0123 Yaotian Yang Xinrui Xiong Weiyun Wang Zhe Chen 0013 Wenhai Wang Wei Li 0076 Mao Su Shufei Zhang Wanli Ouyang Yuqiang Li Dongzhan Zhou ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. 415-423 2025 AAAI https://doi.org/10.1609/aaai.v39i1.32020 conf/aaai/2025 db/conf/aaai/aaai2025.html#0001ZWHLTZLYXWC25 Xiaozhuang Song Shufei Zhang Tianshu Yu 0001 ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search. 9288-9306 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.484 https://aclanthology.org/2025.findings-acl.484/ conf/acl/2025f db/conf/acl/acl2025f.html#SongZ025 Haonan He Yuchen Ren 0001 Yining Tang Ziyang Xu Junxian Li 0001 Minghao Yang Di Zhang 0026 Dong Yuan Tao Chen 0003 Shufei Zhang Yuqiang Li Nanqing Dong Wanli Ouyang Dongzhan Zhou Peng Ye 0006 Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models. EMNLP (Findings) 2025 17984-18016 conf/emnlp/2025f https://doi.org/10.18653/v1/2025.findings-emnlp.978 https://aclanthology.org/2025.findings-emnlp.978/ db/conf/emnlp/emnlp2025f.html#HeRTXLYZYCZLDOZY25 streams/conf/emnlp Zikai Zhou Shitong Shao Lichen Bai Shufei Zhang Zhiqiang Xu 0003 Bo Han 0003 Zeke Xie Golden Noise for Diffusion Models: A Learning Framework. 2025 ICCV 17688-17697 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.01643 db/conf/iccv/iccv2025.html#ZhouSBZXHX25 streams/conf/iccv Di Zhang 0026 Jianbo Wu Jingdi Lei Tong Che Jiatong Li 0003 Tong Xie Xiaoshui Huang Shufei Zhang Marco Pavone 0001 Yuqiang Li Wanli Ouyang Dongzhan Zhou LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search. 7315-7337 2025 NAACL (Long Papers) https://doi.org/10.18653/v1/2025.naacl-long.375 https://aclanthology.org/2025.naacl-long.375/ conf/naacl/2025-1 db/conf/naacl/naacl2025-1.html#ZhangWLCLXHZPLOZ25 streams/conf/naacl

Yiqun Zhang Peng Ye 0006 Xiaocui Yang Shi Feng 0001 Shufei Zhang Lei Bai 0001 Wanli Ouyang Shuyue Hu Nature-Inspired Population-Based Evolution of Large Language Models. 2025 March abs/2503.01155 CoRR https://doi.org/10.48550/arXiv.2503.01155 db/journals/corr/corr2503.html#abs-2503-01155 streams/journals/corr

Yiting Lu Jiakang Yuan Zhen Li Shitian Zhao Qi Qin Xinyue Li Le Zhuo Licheng Wen Dongyang Liu Yuewen Cao Xiangchao Yan Xin Li 0082 Tianshuo Peng Shufei Zhang Botian Shi Tao Chen 0003 Zhibo Chen 0001 Lei Bai 0001 Bo Zhang Peng Gao 0007 OmniCaptioner: One Captioner to Rule Them All. 2025 April abs/2504.07089 CoRR https://doi.org/10.48550/arXiv.2504.07089 db/journals/corr/corr2504.html#abs-2504-07089 streams/journals/corr

Alex Zhihao Dou Dongfei Cui Jun Yan 0013 Weida Wang Benteng Chen Haoming Wang Zeke Xie Shufei Zhang DSADF: Thinking Fast and Slow for Decision Making. 2025 May abs/2505.08189 CoRR https://doi.org/10.48550/arXiv.2505.08189 db/journals/corr/corr2505.html#abs-2505-08189 streams/journals/corr

Bo Zhang 0069 Shiyang Feng Xiangchao Yan Jiakang Yuan Zhiyin Yu Xiaohan He Songtao Huang Shaowei Hou Zheng Nie Zhilong Wang Jinyao Liu Runmin Ma Tianshuo Peng Peng Ye 0006 Dongzhan Zhou Shufei Zhang Xiaosong Wang 0001 Yilan Zhang Meng Li Zhongying Tu Xiangyu Yue 0001 Wangli Ouyang Bowen Zhou 0002 Lei Bai 0001 NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. 2025 May abs/2505.16938 CoRR https://doi.org/10.48550/arXiv.2505.16938 db/journals/corr/corr2505.html#abs-2505-16938 streams/journals/corr

Changfan Yang Lichen Bai Yinpeng Wang Shufei Zhang Zeke Xie Multiphysics Bench: Benchmarking and Investigating Scientific Machine Learning for Multiphysics PDEs. 2025 May abs/2505.17575 CoRR https://doi.org/10.48550/arXiv.2505.17575 db/journals/corr/corr2505.html#abs-2505-17575 streams/journals/corr

Di Zhang 0026 Weida Wang Junxian Li 0001 Xunzhi Wang Jiatong Li 0003 Jianbo Wu Jingdi Lei Haonan He Peng Ye 0006 Shufei Zhang Wanli Ouyang Yuqiang Li Dongzhan Zhou Control-R: Towards controllable test-time scaling. 2025 June abs/2506.00189 CoRR https://doi.org/10.48550/arXiv.2506.00189 db/journals/corr/corr2506.html#abs-2506-00189 streams/journals/corr

Taoyong Cui Zhongyao Wang Dongzhan Zhou Yuqiang Li Lei Bai 0001 Wanli Ouyang Mao Su Shufei Zhang Iterative Pretraining Framework for Interatomic Potentials. 2025 July abs/2507.20118 CoRR https://doi.org/10.48550/arXiv.2507.20118 db/journals/corr/corr2507.html#abs-2507-20118 streams/journals/corr

Zhuo Yang Jiaqing Xie Shuaike Shen Daolang Wang Yeyun Chen Ben Gao Shuzhou Sun Biqing Qi Dongzhan Zhou Lei Bai 0001 Linjiang Chen Shufei Zhang Jun Jiang Tianfan Fu Yuqiang Li SpectrumWorld: Artificial Intelligence Foundation for Spectroscopy. 2025 August abs/2508.01188 CoRR https://doi.org/10.48550/arXiv.2508.01188 db/journals/corr/corr2508.html#abs-2508-01188 streams/journals/corr

Jiaqing Xie Weida Wang Ben Gao Zhuo Yang Haiyuan Wang Shufei Zhang Tianfan Fu Yuqiang Li QCBench: Evaluating Large Language Models on Domain-Specific Quantitative Chemistry. 2025 August abs/2508.01670 CoRR https://doi.org/10.48550/arXiv.2508.01670 db/journals/corr/corr2508.html#abs-2508-01670 streams/journals/corr

Jiatong Li 0003 Weida Wang Qinggang Zhang Junxian Li 0001 Di Zhang 0026 Changmeng Zheng Shufei Zhang Xiaoyong Wei Qing Li 0001 Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery. 2025 August abs/2508.08401 CoRR https://doi.org/10.48550/arXiv.2508.08401 db/journals/corr/corr2508.html#abs-2508-08401 streams/journals/corr

Weida Wang Dongchen Huang Jiatong Li 0003 Tengchao Yang Ziyang Zheng Di Zhang 0026 Dong Han Benteng Chen Binzhao Luo Zhiyu Liu Kunling Liu Zhiyuan Gao Shiqi Geng Wei Ma Jiaming Su 0005 Xin Li 0082 Shuchen Pu Yuhan Shui Qianjia Cheng Zhihao Dou Dongfei Cui Changyong He Jin Zeng 0004 Zeke Xie Mao Su Dongzhan Zhou Yuqiang Li Wanli Ouyang Yunqi Cai Xi Dai Shufei Zhang Lei Bai 0001 Jinguang Cheng Zhong Fang Hongming Weng CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics. 2025 August abs/2508.18124 CoRR https://doi.org/10.48550/arXiv.2508.18124 db/journals/corr/corr2508.html#abs-2508-18124 streams/journals/corr

Dong Han Zhehong Ai Pengxiang Cai Shuzhou Sun Shanya Lu Jianpeng Chen Ben Gao Lingli Ge Weida Wang Xiangxin Zhou Xihui Liu Mao Su Wanli Ouyang Lei Bai 0001 Dongzhan Zhou Tao Xu Yuqiang Li Shufei Zhang ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System. 2025 September abs/2509.08736 CoRR https://doi.org/10.48550/arXiv.2509.08736 db/journals/corr/corr2509.html#abs-2509-08736 streams/journals/corr

Xiaozhuang Song Xuanhao Pan Xinjian Zhao Hangting Ye Shufei Zhang Jian Tang Tianshu Yu 0001 AOT*: Efficient Synthesis Planning via LLM-Empowered AND-OR Tree Search. 2025 September abs/2509.20988 CoRR https://doi.org/10.48550/arXiv.2509.20988 db/journals/corr/corr2509.html#abs-2509-20988 streams/journals/corr

Zhihao Dou Qinjian Zhao Zhongwei Wan Dinggen Zhang Weida Wang Towsif Raiyan Benteng Chen Qingtao Pan Yang Ouyang Zhiqiang Gao Shufei Zhang Sumon Biswas Plan Then Action:High-Level Planning Guidance Reinforcement Learning for LLM Reasoning. 2025 October abs/2510.01833 CoRR https://doi.org/10.48550/arXiv.2510.01833 db/journals/corr/corr2510.html#abs-2510-01833 streams/journals/corr

Weida Wang Benteng Chen Di Zhang 0026 Wanhao Liu Shuchen Pu Ben Gao Jin Zeng 0004 Xiaoyong Wei Tianshu Yu 0001 Shuzhou Sun Tianfan Fu Wanli Ouyang Lei Bai 0001 Jiatong Li 0003 Zifu Wang Yuqiang Li Shufei Zhang Chem-R: Learning to Reason as a Chemist. 2025 October abs/2510.16880 CoRR https://doi.org/10.48550/arXiv.2510.16880 db/journals/corr/corr2510.html#abs-2510-16880 streams/journals/corr

Zeyu Xia Jinzhe Ma Congjie Zheng Shufei Zhang Yuqiang Li Hang Su P. Hu Changshui Zhang Xingao Gong Wanli Ouyang Lei Bai 0001 Dongzhan Zhou Mao Su An Agentic Framework for Autonomous Materials Computation. 2025 December abs/2512.19458 CoRR https://doi.org/10.48550/arXiv.2512.19458 db/journals/corr/corr2512.html#abs-2512-19458 streams/journals/corr

Shufei Zhang Zhuang Qian Kaizhu Huang Qiu-Feng Wang 0001 Bin Gu 0001 Huan Xiong Xinping Yi Inter-feature Relationship Certifies Robust Generalization of Adversarial Training. 5565-5581 2024 December 132 Int. J. Comput. Vis. 12 https://doi.org/10.1007/s11263-024-02111-w db/journals/ijcv/ijcv132.html#ZhangQHWGXY24 streams/journals/ijcv

Taoyong Cui Chenyu Tang Mao Su Shufei Zhang Yuqiang Li Lei Bai 0001 Yuhan Dong Xingao Gong Wanli Ouyang Geometry-enhanced pretraining on interatomic potentials. 428-436 2024 6 Nat. Mac. Intell. 4 https://doi.org/10.1038/s42256-024-00818-6 db/journals/natmi/natmi6.html#CuiTSZLBDGO24 streams/journals/natmi

Zhuang Qian Shufei Zhang Kaizhu Huang Qiufeng Wang 0001 Xinping Yi Bin Gu 0001 Huan Xiong Perturbation diversity certificates robust generalization. 106117 2024 172 Neural Networks https://doi.org/10.1016/j.neunet.2024.106117 db/journals/nn/nn172.html#QianZHWYGX24

Owen Dou Zhiqiang Gao Hangchi Shen Ziling Yuan Shufei Zhang Kaizhu Huang Improving Robust Generalization with Diverging Spanned Latent Space. 2024 2024 Trans. Mach. Learn. Res. https://openreview.net/forum?id=GdaP6GgvfN db/journals/tmlr/tmlr2024.html#DouGSYZH24

Di Zhang 0026 Wei Liu 0123 Qian Tan Jingdan Chen Hang Yan 0001 Yuliang Yan Jiatong Li 0003 Weiran Huang 0001 Xiangyu Yue 0001 Dongzhan Zhou Shufei Zhang Mao Su Hansen Zhong Yuqiang Li Wanli Ouyang ChemLLM: A Chemical Large Language Model. 2024 abs/2402.06852 CoRR https://doi.org/10.48550/arXiv.2402.06852 db/journals/corr/corr2402.html#abs-2402-06852

Ruifeng Li 0002 Dongzhan Zhou Ancheng Shen Ao Zhang Mao Su Mingqian Li Hongyang Chen 0001 Gang Chen 0001 Yin Zhang 0014 Shufei Zhang Yuqiang Li Wanli Ouyang Physical formula enhanced multi-task learning for pharmacokinetics prediction. 2024 abs/2404.10354 CoRR https://doi.org/10.48550/arXiv.2404.10354 db/journals/corr/corr2404.html#abs-2404-10354

Junxian Li 0001 Di Zhang 0026 Xunzhi Wang Zeying Hao Jingdi Lei Qian Tan Cai Zhou Wei Liu 0123 Yaotian Yang Xinrui Xiong Weiyun Wang Zhe Chen 0013 Wenhai Wang Wei Li 0076 Shufei Zhang Mao Su Wanli Ouyang Yuqiang Li Dongzhan Zhou ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. 2024 abs/2408.07246 CoRR https://doi.org/10.48550/arXiv.2408.07246 db/journals/corr/corr2408.html#abs-2408-07246 streams/journals/corr

Di Zhang 0026 Jianbo Wu Jingdi Lei Tong Che Jiatong Li 0003 Tong Xie Xiaoshui Huang Shufei Zhang Marco Pavone 0001 Yuqiang Li Wanli Ouyang Dongzhan Zhou LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning. 2024 abs/2410.02884 CoRR https://doi.org/10.48550/arXiv.2410.02884 db/journals/corr/corr2410.html#abs-2410-02884 streams/journals/corr

Jianpeng Chen Yawen Ling Yazhou Ren 0001 Zichen Wen Tianyi Wu Shufei Zhang Lifang He 0001 SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering. 2024 abs/2410.03596 CoRR https://doi.org/10.48550/arXiv.2410.03596 db/journals/corr/corr2410.html#abs-2410-03596 streams/journals/corr

Lechao Cheng Kaifeng Chen Jiyang Li Shengeng Tang Shufei Zhang Meng Wang 0001 Dataset Distillers Are Good Label Denoisers In the Wild. 2024 abs/2411.11924 CoRR https://doi.org/10.48550/arXiv.2411.11924 db/journals/corr/corr2411.html#abs-2411-11924 streams/journals/corr

Haonan He Yuchen Ren 0001 Yining Tang Ziyang Xu Junxian Li 0001 Minghao Yang Di Zhang 0026 Dong Yuan Tao Chen 0003 Shufei Zhang Yuqiang Li Nanqing Dong Wanli Ouyang Dongzhan Zhou Peng Ye 0006 Biology Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models. 2024 abs/2412.19191 CoRR https://doi.org/10.48550/arXiv.2412.19191 db/journals/corr/corr2412.html#abs-2412-19191 streams/journals/corr

Shufei Zhang Zhuang Qian Kaizhu Huang Rui Zhang 0012 Jimin Xiao Yuan He Canyi Lu Robust generative adversarial network. 5135-5161 2023 December 112 Mach. Learn. 12 https://doi.org/10.1007/s10994-023-06367-0 db/journals/ml/ml112.html#ZhangQHZXHL23

Chenru Jiang Kaizhu Huang Shufei Zhang Xinheng Wang 0001 Jimin Xiao Yannis Goulermas Aggregated pyramid gating network for human pose estimation without pre-training. 109429 2023 June 138 Pattern Recognit. https://doi.org/10.1016/j.patcog.2023.109429 db/journals/pr/pr138.html#JiangHZWXG23

Chenru Jiang Kaizhu Huang Shufei Zhang Xinheng Wang 0001 Jimin Xiao Zhenxing Niu Amir Hussain 0001 Towards Simple and Accurate Human Pose Estimation With Stair Network. 805-817 2023 June 7 IEEE Trans. Emerg. Top. Comput. Intell. 3 https://doi.org/10.1109/TETCI.2022.3224954 db/journals/tetci/tetci7.html#JiangHZWXNH23

Shufei Zhang Kaizhu Huang Zenglin Xu Re-thinking model robustness from stability: a new insight to defend adversarial examples. 2489-2513 2022 111 Mach. Learn. 7 https://doi.org/10.1007/s10994-022-06186-9 db/journals/ml/ml111.html#ZhangHX22

Zhiqiang Gao Shufei Zhang Kaizhu Huang Qiufeng Wang 0001 Rui Zhang 0012 Chaoliang Zhong Certifying Better Robust Generalization for Unsupervised Domain Adaptation. 2399-2410 2022 ACM Multimedia https://doi.org/10.1145/3503161.3548323 conf/mm/2022 db/conf/mm/mm2022.html#GaoZHW0Z22

Chenru Jiang Kaizhu Huang Shufei Zhang Xinheng Wang 0001 Jimin Xiao Zhenxing Niu Amir Hussain 0001 Towards Simple and Accurate Human Pose Estimation with Stair Network. 2022 abs/2202.09115 CoRR https://arxiv.org/abs/2202.09115 db/journals/corr/corr2202.html#abs-2202-09115

Shufei Zhang Kaizhu Huang Zhuang Qian Rui Zhang 0012 Amir Hussain 0001 Improving generative adversarial networks with simple latent distributions. 13193-13203 2021 33 Neural Comput. Appl. 20 https://doi.org/10.1007/s00521-021-05946-3 db/journals/nca/nca33.html#ZhangHQZH21

Shufei Zhang Kaizhu Huang Jianke Zhu Yang Liu Manifold adversarial training for supervised and semi-supervised learning. 282-293 2021 140 Neural Networks https://doi.org/10.1016/j.neunet.2021.03.031 db/journals/nn/nn140.html#ZhangHZL21

Zhiqiang Gao Shufei Zhang Kaizhu Huang Qiufeng Wang 0001 Chaoliang Zhong Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation. 8917-8926 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00881 conf/iccv/2021 db/conf/iccv/iccv2021.html#GaoZHWZ21 Shufei Zhang Zhuang Qian Kaizhu Huang Qiufeng Wang 0001 Rui Zhang 0012 Xinping Yi Towards Better Robust Generalization with Shift Consistency Regularization. 12524-12534 2021 ICML http://proceedings.mlr.press/v139/zhang21p.html conf/icml/2021 db/conf/icml/icml2021.html#ZhangQHW0Y21

Zhuang Qian Shufei Zhang Kaizhu Huang Qiufeng Wang 0001 Rui Zhang 0012 Xinping Yi Improving Model Robustness with Latent Distribution Locally and Globally. 2021 abs/2107.04401 CoRR https://arxiv.org/abs/2107.04401 db/journals/corr/corr2107.html#abs-2107-04401

Kaizhu Huang Shufei Zhang Rui Zhang 0012 Amir Hussain 0001 Novel deep neural network based pattern field classification architectures. 82-95 2020 127 Neural Networks https://doi.org/10.1016/j.neunet.2020.03.011 https://www.wikidata.org/entity/Q94446864 db/journals/nn/nn127.html#HuangZZH20

Chenru Jiang Kaizhu Huang Shufei Zhang Xinheng Wang 0001 Jimin Xiao Pay Attention Selectively and Comprehensively: Pyramid Gating Network for Human Pose Estimation without Pre-training. 2364-2371 2020 ACM Multimedia https://doi.org/10.1145/3394171.3414041 conf/mm/2020 db/conf/mm/mm2020.html#JiangHZWX20

Shufei Zhang Zhuang Qian Kaizhu Huang Jimin Xiao Yuan He Robust Generative Adversarial Network. 2020 abs/2004.13344 CoRR https://arxiv.org/abs/2004.13344 db/journals/corr/corr2004.html#abs-2004-13344

Shufei Zhang Kaizhu Huang Rui Zhang 0012 Amir Hussain 0001 Generalized Adversarial Training in Riemannian Space. 826-835 2019 ICDM https://doi.org/10.1109/ICDM.2019.00093 conf/icdm/2019 db/conf/icdm/icdm2019.html#ZhangHZH19 Shufei Zhang Zhuang Qian Kaizhu Huang Rui Zhang 0012 Amir Hussain 0001 SimpleGAN Stabilizing Generative Adversarial Networks with Simple Distributions. 905-910 2019 ICDM Workshops https://doi.org/10.1109/ICDMW.2019.00132 conf/icdm/2019w db/conf/icdm/icdm2019w.html#ZhangQHZH19

Shufei Zhang Kaizhu Huang Rui Zhang 0012 Amir Hussain 0001 Learning from Few Samples with Memory Network. 15-22 2018 10 Cogn. Comput. 1 https://doi.org/10.1007/s12559-017-9507-z db/journals/cogcom/cogcom10.html#ZhangHZH18

Shufei Zhang Kaizhu Huang Jianke Zhu Yang Liu Manifold Adversarial Learning. 2018 abs/1807.05832 CoRR http://arxiv.org/abs/1807.05832 db/journals/corr/corr1807.html#abs-1807-05832

Shufei Zhang Kaizhu Huang Rui Zhang 0012 Amir Hussain 0001 Improve Deep Learning with Unsupervised Objective. 720-728 2017 ICONIP (1) https://doi.org/10.1007/978-3-319-70087-8_74 conf/iconip/2017-1 db/conf/iconip/iconip2017-1.html#ZhangHZH17 Shufei Zhang Kaizhu Huang Learning from Few Samples with Memory Network. 606-614 2016 ICONIP (1) https://doi.org/10.1007/978-3-319-46687-3_67 conf/iconip/2016-1 db/conf/iconip/iconip2016-1.html#ZhangH16 Rui Zhang 0012 Shufei Zhang Kaizhu Huang A Novel Hybrid Approach for Combining Deep and Traditional Neural Networks. 349-356 2014 ICONIP (3) https://doi.org/10.1007/978-3-319-12643-2_43 conf/iconip/2014-3 db/conf/iconip/iconip2014-3.html#ZhangZH14 Zhehong Ai Lei Bai 0001 Lichen Bai Sumon Biswas Pengxiang Cai Yunqi Cai Yuewen Cao Zongsheng Cao Tong Che Benteng Chen Gang Chen 0001 Hongyang Chen 0001 Jianpeng Chen Jingdan Chen Kaifeng Chen Linjiang Chen Tao Chen 0003 Yeyun Chen Zhe Chen 0013 Zhibo Chen 0001 Jinguang Cheng Lang Cheng Lechao Cheng Qianjia Cheng Dongfei Cui Taoyong Cui Xi Dai Nanqing Dong Yuhan Dong Alex Zhihao Dou Owen Dou Zhihao Dou Yue Fan Zhong Fang Shi Feng 0001 Shiyang Feng Tianfan Fu Ben Gao Peng Gao 0007 Zhiqiang Gao Zhiyuan Gao Lingli Ge Shiqi Geng Xingao Gong John Yannis GoulermasYannis Goulermas Bin Gu 0001 Zijie Guo Bo Han 0003 Dong Han Zeying Hao Changyong He Haonan He Liang He 0001 Lifang He 0001 Xiaohan He Yuan He Shaowei Hou P. Hu Shuyue Hu Yusong Hu Dongchen Huang Kaizhu Huang Songtao Huang Weiran Huang 0001 Xiaoshui Huang Amir Hussain 0001 Chenru Jiang Jun Jiang Jingdi Lei Houqiang Li Jiatong Li 0003 Jiyang Li Junxian Li 0001 Meng Li Mingqian Li Qing Li 0001 Ruifeng Li 0002 Wei Li 0076 Xin Li 0082 Xinyue Li Yuqiang Li Zhen Li Mingbao Lin Fenghua Ling Yawen Ling Anran Liu Dongyang Liu Jinyao Liu Kunling Liu Wanhao Liu Wei Liu 0123 Xihui Liu Yang Liu Zhiyu Liu Zhuo Liu Canyi Lu Shanya Lu Yiting Lu Binzhao Luo Jinzhe Ma Runmin Ma Wei Ma Guangtao Mei Yuchun Mo Zheng Nie Zhenxing Niu Wanli OuyangWangli Ouyang Yang Ouyang Qingtao Pan Xuanhao Pan Marco Pavone 0001 Tianshuo Peng Shuchen Pu Biqing Qi Zhuang Qian Qi Qin Towsif Raiyan Yazhou Ren 0001 Yuchen Ren 0001 Shitong Shao Ancheng Shen Hangchi Shen Shuaike Shen Botian Shi Jinxin Shi Yuhan Shui Chunfeng Song Xiaozhuang Song Hang Su Jiaming Su 0005 Mao Su Shuzhou Sun Qian Tan Weimin Tan Chenyu Tang Jian Tang Shengeng Tang Shengji Tang Yining Tang Zhongying Tu Zhongwei Wan Daolang Wang Haiyuan Wang Haoming Wang Jiong Wang Jue Wang Meng Wang 0001 Qiufeng Wang 0001Qiu-Feng Wang 0001 Weida Wang Weiyun Wang Wenhai Wang Xiaosong Wang 0001 Xinheng Wang 0001 Xunzhi Wang Yinpeng Wang Zhilong Wang Zhongyao Wang Zifu Wang Xiaoyong Wei Licheng Wen Zichen Wen Hongming Weng Jianbo Wu Tianyi Wu Zeyu Xia Jimin Xiao Jiaqing Xie Tong Xie Yi Xie 0003 Zeke Xie Huan Xiong Xinrui Xiong Tao Xu Zenglin Xu Zhiqiang Xu 0003 Ziyang Xu Bo Yan Hang Yan 0001 Jun Yan 0013 Xiangchao Yan Yuliang Yan Changfan Yang Minghao Yang Suorong Yang Tengchao Yang Xiaocui Yang Yaotian Yang Zhuo Yang Zonglin Yang 0001 Hangting Ye Peng Ye 0006 Xinping Yi Fangchen Yu Tianshu Yu 0001 Zhiyin Yu Dong Yuan Jiakang Yuan Ziling Yuan Xiangyu Yue 0001 Jin Zeng 0004 Bihao Zhan Ao Zhang Bo Zhang Bo Zhang 0069 Changshui Zhang Di Zhang 0026 Dinggen Zhang Min Zhang 0068 Qinggang Zhang Rui Zhang 0012 Shuaiyu Zhang Wenlong Zhang Yilan Zhang Yin Zhang 0014 Yiqun Zhang Qinjian Zhao Shitian Zhao Xinjian Zhao Changmeng Zheng Congjie Zheng Ziyang Zheng Chaoliang Zhong Hansen Zhong Zhijie Zhong Bowen Zhou 0002 Cai Zhou Dongzhan Zhou Jie Zhou 0015 Xiangxin Zhou Yuhao Zhou 0005 Zikai Zhou Jianke Zhu Xiang Zhuang Le Zhuo Jiawen Zou