Zhiwei Xu, Hangyu Mao, Nianmin Zhang, Shengtao Zhang, Xin Xin, Pengjie Ren, Dapeng Li, Bin Zhang, Guoliang Fan, Zhumin Chen, Changwei Wang, and Jiangjin Yin. Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning. Reinforcement Learning Conference (RLC), 2026

Miduo Cui, Haochen Wang, Shangqin Mao, Xun Yang, Qianlong Xie, Xingxing Wang, Xuri Ge, Ying Zhou, and Zhiwei Xu. DRIVE: Distributional and Retrieval-Augmented Bidding with Value Evaluation. Forty-third International Conference on Machine Learning(ICML), 2026.(CCF A)

Yewei Zhou, Bin Zhang, Ying Zhou, Xuri Ge, Dapeng Li, Hangyu Mao, Pengjie Ren, and Zhiwei Xu. From Traits to Roles: Consensus-Guided Composition of Orthogonal Experts for Cooperative MARL. 35th International Joint Conference on Artificial Intelligence(IJCAI), 2026.(CCF B)

Yuanjun Li, Bin Zhang, Hao Chen, Zhouyang Jiang, Dapeng Li, and Zhiwei Xu. QSIM: Mitigating Overestimation in Multi-Agent Reinforcement Learning via Action Similarity Weighted Q-Learning. International Conference on Automated Planning and Scheduling (ICAPS), (CCF B)

Zhiwei Xu, Miduo Cui, Dapeng Li, Zhihao Liu, Haifeng Zhang, Hangyu Mao, Guoliang Fan, and Bin Zhang. Peak-Return Greedy Slicing: Subtrajectory Selection for Transformer-based Offline RL. International Conference on Learning Representations (ICLR), 2026(CCF A)

He Keji, Huang Yan, Jing Ya, Wu Qi, and Wang Liang. Fine-Grained Alignment Supervision Matters in Vision-and-Language Navigation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026(CCF A)

Qianhui Liu, Jiqing Zhang, Yang Wang, Malu Zhang, Xin Yang, Gang Pan, Haizhou Li. Lightweight and Personalized Single-Eye Emotion Recognition via CNN-SNN Spatiotemporal Learning and Memory-Inferred Event Features. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2026.(CCF B)

Mengyi Yan, Yaoshu Wang, Guangyi Zhang, Kehan Pang, Haoyi Zhou. Accelerating Influence Function Estimation for Large Language Models: A Practical Design. The 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2026), (CCF-A)

Yang Liu, Mengyi Yan, Jiao Xue, Weilong Ren, Yutong Ye, Haoyi Zhou, Jianxin Li, Zhumin Chen. SPARQ: A Cost-Efficient Framework for Offline Table Question Answering via Adaptive Routing. The 42nd IEEE International Conference on Data Engineering (ICDE 2026), (CCF-A)

Xuri Ge, Chunhao Wang, Xindi Wang, Zheyun Qin, Zhumin Chen and Xin Xin. MCoT-MVS: Multi-level Vision Selection by Multi-modal Chain-of-Thought Reasoning for Composed Image Retrieval. The Web Conference 2026 (WWW2026), (CCF-A)

Hui Ye, Xuri Ge*, Junqi Wang, Junchen Fu, Xin Xin, Jiao Xue, Yao Chen, Pengjie Ren, Zhumin Chen. Beyond efficient fine-tuning: Efficient hybrid fine-tuning of CLIP models guided by explainable ViT attention. Information Processing & Management（SCI一区）

Junchen Fu, Xuri Ge*, Kaiwen Zheng, Ioannis Arapakis, Xin Xin, Joemon M Jose. LLMPopcorn: An Empirical Study of LLMs as Assistants for Popular Micro-video Generation. International Conference on Acoustics, Speech, and Signal Processing (IJCAI), (CCF-B)

Fuhai Chen, Feng Zhang, Xiaoguang Ma, Yiyi Zhou, Jiarong Liu, Xuri Ge. Vision-language Incremental Learning with Dual Class-individual Memory. AAAI Conference on Artificial Intelligence (AAAI-2026), (CCF-A)