Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking. - Zefeng Zhang 001; Jiawei Sheng; Chuang Zhang; Liangyunzhi Liangyunzhi; Wenyuan Zhang 002; Siqi Wang; Tingwen Liu (ACL (Findings), 2024)

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking. - Zefeng Zhang 001; Jiawei Sheng; Chuang Zhang; Yunzhi Liang; Wenyuan Zhang 002; Siqi Wang; Tingwen Liu (CoRR, 2024)

Revealing the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing. - Wenyuan Zhang 002; Jiawei Sheng; Shuaiyi Nie; Zefeng Zhang 001; Xinghua Zhang 001; Yongquan He; Tingwen Liu (CoRR, 2024)

Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization. - Zefeng Zhang 001; Hengzhu Tang; Jiawei Sheng; Zhenyu Zhang 006; Yiming Ren; Zhenyang Li; Dawei Yin 001; Duohe Ma; Tingwen Liu (CVPR, 2025)

Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search. - Hengzhu Tang; Zefeng Zhang 001; Zhiping Li; Zhenyu Zhang 006; Xing Wu; Li Gao; Suqi Cheng; Dawei Yin 001 (KDD (1), 2025)

S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models. - Wenyuan Zhang 002; Shuaiyi Nie; Xinghua Zhang 001; Zefeng Zhang 001; Tingwen Liu (CoRR, 2025)