MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document. - Zheng Chu; Zekun Wang 001; Jiafeng Liang; Ming Liu 004; Bing Qin 001 (EMNLP (Findings), 2023)

GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation. - Jiafeng Liang; Yuxin Wang 002; Zekun Wang 001; Ming Liu 004; Ruiji Fu; Zhongyuan Wang 006; Bing Qin 001 (IJCAI, 2023)

SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models. - Zekun Wang 001; Jingchang Chen; Wangchunshu Zhou; Haichao Zhu; Jiafeng Liang; Liping Shan; Ming Liu 004; Dongliang Xu; Qing Yang 033; Bing Qin 001 (LREC/COLING, 2024)

Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models. - Shixin Jiang; Zerui Chen; Jiafeng Liang; Yanyan Zhao; Ming Liu 004; Bing Qin 001 (EMNLP (Findings), 2024)

CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models. - Yaojia Lv; Haojie Pan; Zekun Wang 001; Jiafeng Liang; Yuanxing Liu 001; Ruiji Fu; Ming Liu 004; Zhongyuan Wang 006; Bing Qin 001 (EMNLP (Findings), 2024)

RiskMiner: Discovering Formulaic Alphas via Risk Seeking Monte Carlo Tree Search. - Tao Ren 006; Ruihan Zhou; Jinyang Jiang 001; Jiafeng Liang; Qinghao Wang; Yijie Peng (ICAIF, 2024)

GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension. - Jiafeng Liang; Shixin Jiang; Zekun Wang 001; Haojie Pan; Zerui Chen; Zheng Chu; Ming Liu 004; Ruiji Fu; Zhongyuan Wang 006; Bing Qin 001 (IJCAI, 2024)

From Specific-MLLM to Omni-MLLM: A Survey about the MLLMs alligned with Multi-Modality. - Shixin Jiang; Jiafeng Liang; Ming Liu 004; Bing Qin 001 (CoRR, 2024)

Comparison with others influences encoding and recognition of their faces: Behavioural and ERP evidence. - Huiyan Lin; Jiafeng Liang (NeuroImage, 2024)

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering. - Zheng Chu; Huiming Fan; Jingchang Chen; Qianyu Wang; Mingda Yang; Jiafeng Liang; Zhongjie Wang 003; Hao Li; Guo Tang; Ming Liu 004; Bing Qin 001 (ACL (Findings), 2025)

Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution. - Tao He; Hao Li; Jingchang Chen; Runxuan Liu; Yixin Cao 002; Lizi Liao; Zihao Zheng; Zheng Chu; Jiafeng Liang; Ming Liu 004; Bing Qin 001 (ACL (Findings), 2025)

From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities. - Shixin Jiang; Jiafeng Liang; Jiyuan Wang; Xuan Dong; Heng Chang; Weijiang Yu; Jinhua Du; Ming Liu 004; Bing Qin 001 (ACL (Findings), 2025)

Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency. - Jiafeng Liang; Shixin Jiang; Xuan Dong; Ning Wang; Zheng Chu; Hui Su; Jinlan Fu; Ming Liu 004; See-Kiong Ng; Bing Qin 001 (ACL (1), 2025)

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering. - Zheng Chu; Huiming Fan; Jingchang Chen; Qianyu Wang; Ming-Hsuan Yang 001; Jiafeng Liang; Zhongjie Wang 003; Hao Li; Guo Tang; Ming Liu 004; Bing Qin 001 (CoRR, 2025)