Cross-Modal Omni Interaction Modeling for Phrase Grounding. - Tianyu Yu 002; Tianrui Hui; Zhihao Yu; Yue Liao; Sansi Yu; Faxi Zhang; Si Liu 001 (ACM Multimedia, 2020)

Contrastive Learning with Hard Negative Entities for Entity Set Expansion. - Yinghui Li; Yangning Li; Yuxin He; Tianyu Yu 002; Ying Shen 001; Hai-Tao Zheng 002 (SIGIR, 2022)

Visually Grounded Commonsense Knowledge Acquisition. - Yuan Yao 013; Tianyu Yu 002; Ao Zhang; Mengdi Li; Ruobing Xie; Cornelius Weber; Zhiyuan Liu 001; Hai-Tao Zheng 002; Stefan Wermter; Tat-Seng Chua; Maosong Sun 001 (AAAI, 2023)

AutoMTLSpec: Learning to Generate MTL Specifications from Natural Language Contracts. - Ning Ge 002; Jinwen Yang; Tianyu Yu 002; Wei Liu 131 (ICECCS, 2023)

Knowledge-augmented Few-shot Visual Relation Detection. - Tianyu Yu 002; Yangning Li; Jiaoyan Chen 001; Yinghui Li; Hai-Tao Zheng 002; Xi Chen 003; Qingbin Liu; Wenqiang Liu; Dongxiao Huang; Bei Wu; Yexin Wang (CoRR, 2023)

Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants. - Tianyu Yu 002; Jinyi Hu; Yuan Yao 013; Haoye Zhang; Yue Zhao; Chongyi Wang; Shan Wang 015; Yinxv Pan; Jiao Xue; Dahai Li; Zhiyuan Liu 001; Hai-Tao Zheng 002; et al. (CoRR, 2023)

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback. - Tianyu Yu 002; Yuan Yao 013; Haoye Zhang; Taiwen He; Yifeng Han; Ganqu Cui; Jinyi Hu; Zhiyuan Liu 001; Hai-Tao Zheng 002; Maosong Sun 001; Tat-Seng Chua (CoRR, 2023)

Embracing ambiguity: Improving similarity-oriented tasks with contextual synonym knowledge. - Yangning Li; Jiaoyan Chen 001; Yinghui Li; Tianyu Yu 002; Xi Chen 003; Hai-Tao Zheng 002 (Neurocomputing, 2023)

MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities. - Yangning Li; Tingwei Lu; Hai-Tao Zheng 002; Yinghui Li; Shulin Huang; Tianyu Yu 002; Jun Yuan 008; Rui Zhang 003 (AAAI, 2024)

SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding. - Tianyu Yu 002; Chengyue Jiang; Chao Lou; Shen Huang; Xiaobin Wang; Wei Liu 131; Jiong Cai; Yangning Li; Yinghui Li; Kewei Tu; Hai-Tao Zheng 002; Ningyu Zhang 001; et al. (AAAI, 2024)

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback. - Tianyu Yu 002; Yuan Yao 013; Haoye Zhang; Taiwen He; Yifeng Han; Ganqu Cui; Jinyi Hu; Zhiyuan Liu 001; Hai-Tao Zheng 002; Maosong Sun 001 (CVPR, 2024)

Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages. - Jinyi Hu; Yuan Yao 013; Chongyi Wang; Shan Wang 015; Yinxu Pan; Qianyu Chen; Tianyu Yu 002; Hanghao Wu; Yue Zhao; Haoye Zhang; Xu Han 007; Yankai Lin; et al. (ICLR, 2024)

UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities. - Yangning Li; Qingsong Lv; Tianyu Yu 002; Yinghui Li; Shulin Huang; Tingwei Lu; Xuming Hu; Wenhao Jiang; Hai-Tao Zheng 002; Hui Wang 030 (CoRR, 2024)

RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness. - Tianyu Yu 002; Haoye Zhang; Yuan Yao 013; Yunkai Dang; Da Chen; Xiaoman Lu; Ganqu Cui; Taiwen He; Zhiyuan Liu 001; Tat-Seng Chua; Maosong Sun 001 (CoRR, 2024)

MiniCPM-V: A GPT-4V Level MLLM on Your Phone. - Yuan Yao 013; Tianyu Yu 002; Ao Zhang; Chongyi Wang; Junbo Cui; Hongji Zhu; Tianchi Cai; Haoyu Li; Weilin Zhao; Zhihui He; Qianyu Chen; Huarong Zhou; et al. (CoRR, 2024)

RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness. - Tianyu Yu 002; Haoye Zhang; Qiming Li; Qixin Xu; Yuan Yao 013; Da Chen; Xiaoman Lu; Ganqu Cui; Yunkai Dang; Taiwen He; Xiaocheng Feng; Jun Song; et al. (CVPR, 2025)

UltraWiki: Ultra-Fine-Grained Entity Set Expansion with Negative Seed Entities. - Yangning Li; Qingsong Lv; Tianyu Yu 002; Yinghui Li; Xuming Hu; Wenhao Jiang; Haitao Zheng 002; Hui Wang 030 (ICDE, 2025)

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents. - Zhili Cheng; Yuge Tu; Ran Li; Shiqi Dai; Jinyi Hu; Shengding Hu; Jiahao Li; Yang Shi; Tianyu Yu 002; Weize Chen; Lei Shi; Maosong Sun 001 (CoRR, 2025)

Process Reinforcement through Implicit Rewards. - Ganqu Cui; Lifan Yuan; Zefan Wang; Hanbin Wang; Wendi Li; Bingxiang He; Yuchen Fan; Tianyu Yu 002; Qixin Xu; Weize Chen; Jiarui Yuan; Huayu Chen; et al. (CoRR, 2025)

RLPR: Extrapolating RLVR to General Domains without Verifiers. - Tianyu Yu 002; Bo Ji; Shouli Wang; Shu Yao; Zefan Wang; Ganqu Cui; Lifan Yuan; Ning Ding 002; Yuan Yao 013; Zhiyuan Liu 001; Maosong Sun 001; Tat-Seng Chua (CoRR, 2025)