Liang, Bin

24 publications

TMLR 2026 Interference-Aware K-Step Reachable Communication in Multi-Agent Reinforcement Learning Ziyu Cheng, Jinsheng Ren, Jun Yang, Zhouxian Jiang, Chenzhihang Li, Rongye Shi, Bin Liang

ICLR 2026 Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-Session Agents Yiming Du, Baojun Wang, Yifan Xiang, Zhaowei Wang, Wenyu Huang, Boyang Xue, Bin Liang, Xingshan Zeng, Fei Mi, Haoli Bai, Lifeng Shang, Jeff Z. Pan, Yuxin Jiang, Kam-Fai Wong

AAAI 2025 A Comprehensive Evaluation on Event Reasoning of Large Language Models Zhengwei Tao, Zhi Jin, Yifan Zhang, Xiancai Chen, Haiyan Zhao, Jia Li, Bin Liang, Chongyang Tao, Qun Liu, Kam-Fai Wong

AAAI 2025 A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation Bingbing Wang, Yiming Du, Bin Liang, Zhixin Bai, Min Yang, Baojun Wang, Kam-Fai Wong, Ruifeng Xu

ICLR 2025 CS-Bench: A Comprehensive Benchmark for Large Language Models Towards Computer Science Mastery Xiaoshuai Song, Muxi Diao, Guanting Dong, Zhengyang Wang, Yujia Fu, Runqi Qiao, Zhexu Wang, Dayuan Fu, Huangxuan Wu, Bin Liang, Weihao Zeng, Yejie Wang, Zhuoma GongQue, Jianing Yu, Qiuna Tan, Weiran Xu

ICLR 2025 Centrality-Guided Pre-Training for Graph Bin Liang, Shiwei Chen, Lin Gui, Hui Wang, Yue Yu, Ruifeng Xu, Kam-Fai Wong

AAAI 2025 CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility Bojia Zi, Shihao Zhao, Xianbiao Qi, Jianan Wang, Yukai Shi, Qianyu Chen, Bin Liang, Rong Xiao, Kam-Fai Wong, Lei Zhang

AAAI 2025 Correcting Large Language Model Behavior via Influence Function Han Zhang, Zhuo Zhang, Yi Zhang, Yuanzhao Zhai, Hanyang Peng, Yu Lei, Yue Yu, Hui Wang, Bin Liang, Lin Gui, Ruifeng Xu

TMLR 2025 Diffusion-RainbowPA: Improvements Integrated Preference Alignment for Diffusion-Based Text-to-Image Generation Haoyuan Sun, Bin Liang, Bo Xia, Jiaqi Wu, Yifei Zhao, Kai Qin, Yongzhe Chang, Xueqian Wang

ICLR 2025 Episodic Novelty Through Temporal Distance Yuhua Jiang, Qihan Liu, Yiqin Yang, Xiaoteng Ma, Dianyu Zhong, Hao Hu, Jun Yang, Bin Liang, Bo Xu, Chongjie Zhang, Qianchuan Zhao

ICLR 2025 PEARL: Towards Permutation-Resilient LLMs Liang Chen, Li Shen, Yang Deng, Xiaoyan Zhao, Bin Liang, Kam-Fai Wong

NeurIPS 2025 Señorita-2m: A High-Quality Instruction-Based Dataset for General Video Editing by Video Specialists Bojia Zi, Penghui Ruan, Marco Chen, Xianbiao Qi, Shaozhe Hao, Shihao Zhao, Youze Huang, Bin Liang, Rong Xiao, Kam-Fai Wong

AAAI 2024 Adaptive Graph Learning for Multimodal Conversational Emotion Detection Geng Tu, Tian Xie, Bin Liang, Hongpeng Wang, Ruifeng Xu

ICML 2024 Bounded and Uniform Energy-Based Out-of-Distribution Detection for Graphs Shenzhi Yang, Bin Liang, An Liu, Lin Gui, Xingkai Yao, Xiaofang Zhang

ICLR 2024 Efficient Multi-Agent Reinforcement Learning by Planning Qihan Liu, Jianing Ye, Xiaoteng Ma, Jun Yang, Bin Liang, Chongjie Zhang

NeurIPSW 2024 Episodic Novelty Through Temporal Distance Yuhua Jiang, Qihan Liu, Yiqin Yang, Xiaoteng Ma, Dianyu Zhong, Bo Xu, Jun Yang, Bin Liang, Chongjie Zhang, Qianchuan Zhao

AAAI 2024 Learning Diverse Risk Preferences in Population-Based Self-Play Yuhua Jiang, Qihan Liu, Xiaoteng Ma, Chenghao Li, Yiqin Yang, Jun Yang, Bin Liang, Qianchuan Zhao

NeurIPS 2024 NeuralPlane: An Efficiently Parallelizable Platform for Fixed-Wing Aircraft Control with Reinforcement Learning Chuanyi Xue, Qihan Liu, Xiaoteng Ma, Yang Qi, Xinyao Qin, Yuhua Jiang, Ning Gui, Jinsheng Ren, Bin Liang, Jun Yang

UAI 2023 CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models Jiazheng Li, Zhaoyue Sun, Bin Liang, Lin Gui, Yulan He

NeurIPS 2022 Domain Generalization by Learning and Removing Domain-Specific Features Yu Ding, Lei Wang, Bin Liang, Shuming Liang, Yang Wang, Fang Chen

ICLR 2022 Offline Reinforcement Learning with Value-Based Episodic Memory Xiaoteng Ma, Yiqin Yang, Hao Hu, Jun Yang, Chongjie Zhang, Qianchuan Zhao, Bin Liang, Qihan Liu

IJCAI 2018 Deep Text Classification Can Be Fooled Bin Liang, Hongcheng Li, Miaoqiang Su, Pan Bian, Xirong Li, Wenchang Shi

ECCVW 2014 Multi-Modal Gesture Recognition Using Skeletal Joints and Motion Trail Model Bin Liang, Lihong Zheng

ICCVW 2013 Three Dimensional Motion Trail Model for Gesture Recognition Bin Liang, Lihong Zheng