Visual In-Context Learning for Large Vision-Language Models. - Yucheng Zhou 001; Xiang Li 001; Qianning Wang; Jianbing Shen (ACL (Findings), 2024)

InsectMamba: Insect Pest Classification with State Space Model. - Qianning Wang; Chenglin Wang 010; Zhixin Lai; Yucheng Zhou 001 (CoRR, 2024)

MemoryMamba: Memory-Augmented State Space Model for Defect Recognition. - Qianning Wang; He Hu 006; Yucheng Zhou 001 (CoRR, 2024)

InsectMamba: State Space Model with Adaptive Composite Features for Insect Recognition. - Qianning Wang; Chenglin Wang 010; Zhixin Lai; Yucheng Zhou 001 (ICASSP, 2025)

EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models. - He Hu 008; Yucheng Zhou 001; Lianzhong You; Hongbo Xu; Qianning Wang; Zheng Lian; Fei Richard Yu; Fei Ma 006; Laizhong Cui (CoRR, 2025)

Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling. - He Hu 008; Yucheng Zhou 001; Juzheng Si; Qianning Wang; Hengheng Zhang; Fuji Ren; Fei Ma 006; Laizhong Cui (CoRR, 2025)

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation. - Yucheng Zhou 001; Jiahao Yuan; Qianning Wang (CoRR, 2025)

ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies. - Chenglin Wang 010; Yucheng Zhou 001; Qianning Wang; Zhe Wang; Kai Zhang (CoRR, 2025)