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)