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ORCIDJunxin Li
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2020 – today
- 2026
[j8]Tinghua Zhang, Junxin Li, Xiaosong Peng
, Zhixuan Zhao, Feng Wu, Biyuan Yao, Xiao-kang Wang:
QTTARNN: A Highly-Efficient Attention Driven Quantized Tensor Train Recursive Neural Network for Cyber-Physical-Social Intelligence. Concurr. Comput. Pract. Exp. 38(1) (2026)- [c8]Zishan Xu, Yifu Guo, Yuquan Lu, Fengyu Yang, Junxin Li, Lihua Cai:
VideoSeg-R1: Reasoning Video Object Segmentation via Reinforcement Learning. AAAI 2026: 11496-11504 - [c7]Guoming Ling, Zhongzhan Huang, Yupei Lin, Junxin Li, Shanshan Zhong, Hefeng Wu, Liang Lin:
Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models. ACL (Findings) 2026: 22900-22933 - [i7]Guoming Ling, Zhongzhan Huang, Yupei Lin, Junxin Li, Shanshan Zhong, Hefeng Wu, Liang Lin:
Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models. CoRR abs/2601.11340 (2026) - [i6]Siyue Chen, Yifu Guo, Yuquan Lu, Zishan Xu, Jiaye Lin, Jianbo Lin, Siyu Zhang, Cheng Yang, Junxin Li, Yujia Li, Yu Huo, Ruixuan Wang:
From Brewing to Resolution: Tracing the Internal Lifecycle of Code Reasoning in LLMs. CoRR abs/2606.17648 (2026) - 2025
- [j7]Junxin Li, Chao Zhang, Wei Xia, Hei Wun Kan, Kaifang Huang, Sai Li, Mark Akinola Ige, Qiuliyang Yu, Jiawei Zhao, Xiaochun Wan, John Z. H. Zhang, Haiping Zhang:
Significantly enhancing human antibody affinity via deep learning and computational biology-guided single-point mutations. Briefings Bioinform. 26(5) (2025) - [j6]Victor Nikhil Antony, Mengchi Li, Shu-Han Lin, Junxin Li, Chien-Ming Huang:
Social Robots for Sleep Health: A Scoping Review. Int. J. Soc. Robotics 17(4): 763-777 (2025) - [j5]Kaijiang Li, Haining Li, Miduo Cui, Junxin Li, Pei Lv, Bing Zhou, Mingliang Xu:
TITFormer: Combining Textual Modality and Simulating Infrared Modality Based on Transformer for Image Enhancement. IEEE Trans. Multim. 27: 4725-4735 (2025) - [c6]HongYu Liu, Ruijie Wan, Yueju Han, Junxin Li, Liuxing Lu, Chao He, Lihua Cai:
MSMT-FN: Multi-segment Multi-task Fusion Network for Marketing Audio Classification. ADMA (3) 2025: 306-320 - [c5]Shuhan Liu, Yangtian Liu, Junxin Li, Yanwei Huang, Yue Shangguan, Zikun Deng, Di Weng, Yingcai Wu:
RidgeBuilder: Interactive Authoring of Expressive Ridgeline Plots. CHI 2025: 392:1-392:18 - [c4]HongYu Liu, Junxin Li, Changxi Guo, Hao Chen, Yaqian Huang, Yifu Guo, Huan Yang, Lihua Cai:
DialogGraph-LLM: Graph-Informed LLMs for End-to-End Audio Dialogue Intent Recognition. ECAI 2025: 3170-3177 - [c3]Junxin Li, Yifu Guo, Zishan Xu, Fengyu Yang, Siyue Chen, Siyan Wu, Lihua Cai:
Text2Omni: A Text-Only Training Strategy for MLLMs. PRICAI (4) 2025: 430-445 - [i5]HongYu Liu, Junxin Li, Changxi Guo, Hao Chen, Yaqian Huang, Yifu Guo, Huan Yang, Lihua Cai:
DialogGraph-LLM: Graph-Informed LLMs for End-to-End Audio Dialogue Intent Recognition. CoRR abs/2511.11000 (2025) - [i4]HongYu Liu, Ruijie Wan, Yueju Han, Junxin Li, Liuxing Lu, Chao He, Lihua Cai:
MSMT-FN: Multi-segment Multi-task Fusion Network for Marketing Audio Classification. CoRR abs/2511.11006 (2025) - [i3]Zishan Xu, Yifu Guo, Yuquan Lu, Fengyu Yang, Junxin Li:
VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning. CoRR abs/2511.16077 (2025) - 2024
- [j4]Haiping Zhang, Hongjie Fan, Jixia Wang, Tao Hou, Konda Mani Saravanan, Wei Xia, Hei Wun Kan, Junxin Li, John Z. H. Zhang, Xinmiao Liang, Yang Chen:
Revolutionizing GPCR-ligand predictions: DeepGPCR with experimental validation for high-precision drug discovery. Briefings Bioinform. 25(4) (2024) - [j3]Junxin Li, Linbu Liao, Chao Zhang, Kaifang Huang, Pengfei Zhang, John Z. H. Zhang, Xiaochun Wan, Haiping Zhang:
Development and experimental validation of computational methods for human antibody affinity enhancement. Briefings Bioinform. 25(6) (2024) - [i2]Victor Nikhil Antony, Mengchi Li, Shu-Han Lin, Junxin Li, Chien-Ming Huang:
Social Robots for Sleep Health: A Scoping Review. CoRR abs/2403.04169 (2024) - 2023
- [j2]Chenhe Dong, Yinghui Li, Haifan Gong, Miaoxin Chen, Junxin Li, Ying Shen, Min Yang:
A Survey of Natural Language Generation. ACM Comput. Surv. 55(8): 173:1-173:38 (2023) - 2022
- [c2]Junxin Li, Wei Wang, Hai-Tao Zheng, Jun Gao, Rui Xie, Wei Wu:
AMR-to-Text Generation with Graph Structure Reconstruction and Coverage Mechanism. IJCNN 2022: 1-8 - 2021
- [c1]Jingling Sun, Ting Su, Junxin Li, Zhen Dong, Geguang Pu, Tao Xie, Zhendong Su:
Understanding and finding system setting-related defects in Android apps. ISSTA 2021: 204-215 - [i1]Chenhe Dong, Yinghui Li, Haifan Gong, Miaoxin Chen, Junxin Li, Ying Shen, Min Yang:
A Survey of Natural Language Generation. CoRR abs/2112.11739 (2021) - 2020
- [j1]Haiping Zhang, Yang Yang, Junxin Li, Min Wang, Konda Mani Saravanan, Jinli Wei, Justin Tze-Yang Ng, Md. Tofazzal Hossain, Maoxuan Liu, Huiling Zhang, Xiaohu Ren, Yi Pan, Yin Peng, Yi Shi, Xiaochun Wan, Yingxia Liu, Yanjie Wei:
A novel virtual screening procedure identifies Pralatrexate as inhibitor of SARS-CoV-2 RdRp and it reduces viral replication in vitro. PLoS Comput. Biol. 16(12) (2020)
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