FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction. - Tianshuo Peng; Zuchao Li; Lefei Zhang; Bo Du 001; Hai Zhao 001 (ACL (1), 2023)

A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis. - Tianshuo Peng; Zuchao Li; Ping Wang 028; Lefei Zhang; Hai Zhao 001 (AAAI, 2024)

Multi-modal Auto-regressive Modeling via Visual Tokens. - Tianshuo Peng; Zuchao Li; Lefei Zhang; Hai Zhao 001; Ping Wang 028; Bo Du 001 (ACM Multimedia, 2024)

Multi-modal Auto-regressive Modeling via Visual Words. - Tianshuo Peng; Zuchao Li; Lefei Zhang; Hai Zhao 001; Ping Wang 028; Bo Du 001 (CoRR, 2024)

Chimera: Improving Generalist Model with Domain-Specific Experts. - Tianshuo Peng; Mingsheng Li; Hongbin Zhou; Renqiu Xia; Renrui Zhang; Lei Bai 001; Song Mao; Bin Wang 065; Conghui He; Aojun Zhou; Botian Shi; Tao Chen 003; et al. (CoRR, 2024)

HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States. - Yilei Jiang; Xinyan Gao; Tianshuo Peng; Yingshui Tan; Xiaoyong Zhu; Bo Zheng 007; Xiangyu Yue 001 (ACL (1), 2025)

GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training. - Renqiu Xia; Mingsheng Li; Hancheng Ye; Wenjie Wu; Hongbin Zhou; Jiakang Yuan; Tianshuo Peng; Xinyu Cai; Xiangchao Yan; Bin Wang 065; Conghui He; Botian Shi; et al. (ICLR, 2025)

HiddenDetect: Detecting Jailbreak Attacks against Large Vision-Language Models via Monitoring Hidden States. - Yilei Jiang; Xinyan Gao; Tianshuo Peng; Yingshui Tan; Xiaoyong Zhu; Bo Zheng 007; Xiangyu Yue 001 (CoRR, 2025)

Video-R1: Reinforcing Video Reasoning in MLLMs. - Kaituo Feng; Kaixiong Gong; Bohao Li; Zonghao Guo; Yibing Wang; Tianshuo Peng; Benyou Wang; Xiangyu Yue 001 (CoRR, 2025)

OmniCaptioner: One Captioner to Rule Them All. - Yiting Lu; Jiakang Yuan; Zhen Li; Shitian Zhao; Qi Qin; Xinyue Li; Le Zhuo; Licheng Wen; Dongyang Liu; Yuewen Cao; Xiangchao Yan; Xin Li 082; et al. (CoRR, 2025)

NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. - Bo Zhang 069; Shiyang Feng; Xiangchao Yan; Jiakang Yuan; Zhiyin Yu; Xiaohan He; Songtao Huang; Shaowei Hou; Zheng Nie; Zhilong Wang; Jinyao Liu; Runmin Ma; et al. (CoRR, 2025)

MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs. - Jiakang Yuan; Tianshuo Peng; Yilei Jiang; Yiting Lu; Renrui Zhang; Kaituo Feng; Chaoyou Fu; Tao Chen 003; Lei Bai 001; Bo Zhang 069; Xiangyu Yue 001 (CoRR, 2025)