Controllable Dialogue Simulation with In-context Learning. - Zekun Li 008; Wenhu Chen; Shiyang Li; Hong Wang 023; Jing Qian; Xifeng Yan (EMNLP (Findings), 2022)

Explanations from Large Language Models Make Small Reasoners Better. - Shiyang Li; Jianshu Chen; Yelong Shen; Zhiyu Chen 002; Xinlu Zhang; Zekun Li 008; Hong Wang 023; Jing Qian; Baolin Peng; Yi Mao; Wenhu Chen; Xifeng Yan (CoRR, 2022)

Limitations of Language Models in Arithmetic and Symbolic Induction. - Jing Qian; Hong Wang 023; Zekun Li 008; Shiyang Li; Xifeng Yan (ACL (1), 2023)

ChatEdit: Towards Multi-turn Interactive Facial Image Editing via Dialogue. - Xing Cui; Zekun Li 008; Pei Li; Yibo Hu 001; Hailin Shi; Chunshui Cao; Zhaofeng He (EMNLP, 2023)

Time Series as Images: Vision Transformer for Irregularly Sampled Time Series. - Zekun Li 008; Shiyang Li; Xifeng Yan (NeurIPS, 2023)

Guiding Large Language Models via Directional Stimulus Prompting. - Zekun Li 008; Baolin Peng; Pengcheng He; Michel Galley; Jianfeng Gao 001; Xifeng Yan (NeurIPS, 2023)

I2Edit: Towards Multi-turn Interactive Image Editing via Dialogue. - Xing Cui; Zekun Li 008; Peipei Li 002; Yibo Hu 001; Hailin Shi; Zhaofeng He (CoRR, 2023)

Do you really follow me? Adversarial Instructions for Evaluating the Robustness of Large Language Models. - Zekun Li 008; Baolin Peng; Pengcheng He; Xifeng Yan (CoRR, 2023)

Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals. - Zhiyuan Hu; Yue Feng 002; Yang Deng 002; Zekun Li 008; See-Kiong Ng; Anh Tuan Luu; Bryan Hooi (CoRR, 2023)

AlpaCare: Instruction-tuned Large Language Models for Medical Application. - Xinlu Zhang; Chenxin Tian; Xianjun Yang; Lichang Chen; Zekun Li 008; Linda Ruth Petzold (CoRR, 2023)

InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser. - Xing Cui; Zekun Li 008; Pei-Pei Li 002; Huaibo Huang; Zhaofeng He (CoRR, 2023)

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. - Zekun Li 008; Zhiyu Chen 002; Mike Ross; Patrick Huber; Seungwhan Moon; Zhaojiang Lin; Xin Dong 001; Adithya Sagar; Xifeng Yan; Paul A. Crook (ACL (1), 2024)

INSTASTYLE: Inversion Noise of a Stylized Image is Secretly a Style Adviser. - Xing Cui; Zekun Li 008; Peipei Li 002; Huaibo Huang; Xuannan Liu; Zhaofeng He (ECCV (51), 2024)

Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection. - Zekun Li 008; Baolin Peng; Pengcheng He; Xifeng Yan (EMNLP, 2024)

FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs. - Xuannan Liu; Peipei Li 002; Huaibo Huang; Zekun Li 008; Xing Cui; Jiahao Liang; Lixiong Qin; Weihong Deng; Zhaofeng He (ACM Multimedia, 2024)

Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner. - Xing Cui; Peipei Li 002; Zekun Li 008; Xuannan Liu; Yueying Zou; Zhaofeng He (NeurIPS, 2024)

FakeNewsGPT4: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs. - Xuannan Liu; Peipei Li 002; Huaibo Huang; Zekun Li 008; Xing Cui; Jiahao Liang; Lixiong Qin; Weihong Deng; Zhaofeng He (CoRR, 2024)

MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level Scientific Comprehension. - Zekun Li 008; Xianjun Yang; Kyuri Choi; Wanrong Zhu; Ryan Hsieh; HyeonJung Kim; Jin Hyuk Lim; Sungyoung Ji; Byungju Lee; Xifeng Yan; Linda Ruth Petzold; Stephen D. Wilson; et al. (CoRR, 2024)

Can Editing LLMs Inject Harm? - Canyu Chen; Baixiang Huang; Zekun Li 008; Zhaorun Chen; Shiyang Lai; Xiongxiao Xu; Jia-Chen Gu; Jindong Gu; Huaxiu Yao; Chaowei Xiao; Xifeng Yan; William Yang Wang; et al. (CoRR, 2024)

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey. - Xuannan Liu; Xing Cui; Peipei Li 002; Zekun Li 008; Huaibo Huang; Shuhan Xia; Miaoxuan Zhang; Yueying Zou; Ran He 001 (CoRR, 2024)

Eye Movements as Images: A Multimodal Framework for Eye Movements Representation. - Dongsen Zhang; Peipei Li; Zekun Li 008; Yiwei Ru; Huijia Wu; Zhaofeng He (ICASSP, 2025)

Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate. - Yexiang Liu; Jie Cao 002; Zekun Li 008; Ran He 001; Tieniu Tan (ICLR, 2025)

MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs. - Xuannan Liu; Zekun Li 008; Pei-Pei Li 002; Huaibo Huang; Shuhan Xia; Xing Cui; Linzhi Huang; Weihong Deng; Zhaofeng He (ICLR, 2025)

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM. - Yueying Zou; Peipei Li 002; Zekun Li 008; Huaibo Huang; Xing Cui; Xuannan Liu; Chenghanyu Zhang; Ran He 001 (CoRR, 2025)

ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation. - Qianrui Teng; Xing Cui; Xuannan Liu; Peipei Li 002; Zekun Li 008; Huaibo Huang; Ran He 001 (CoRR, 2025)

AgentOrca: A Dual-System Framework to Evaluate Language Agents on Operational Routine and Constraint Adherence. - Zekun Li 008; Shinda Huang; Jiangtian Wang; Nathan Zhang; Antonis Antoniades; Wenyue Hua; Kaijie Zhu; Sirui Zeng; William Yang Wang; Xifeng Yan (CoRR, 2025)

MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG. - Woosang Lim; Zekun Li 008; Gyuwan Kim; Sungyoung Ji; HyeonJung Kim; Kyuri Choi; Jin Hyuk Lim; Kyungpyo Park; William Yang Wang (CoRR, 2025)

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory. - Yexiang Liu; Zekun Li 008; Zhi Fang; Nan Xu; Ran He 001; Tieniu Tan (CoRR, 2025)

Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs. - Xuannan Liu; Zekun Li 008; Zheqi He; Pei-Pei Li 002; Shuhan Xia; Xing Cui; Huaibo Huang; Xi Yang; Ran He 001 (CoRR, 2025)

T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search. - Xing Cui; Yueying Zou; Zekun Li 008; Pei-Pei Li 002; Xinyuan Xu; Xuannan Liu; Huaibo Huang; Ran He 001 (CoRR, 2025)