CoAI

SocialSim: Towards Socialized Simulation of Emotional Support Conversation

  • AAAI 2025

Zhuang Chen#, Yaru Cao#, Guanqun Bi*, Jincenzi Wu, Jinfeng Zhou, Xiyao Xiao, Si Chen, Hongning Wang, Minlie Huang

CharacterBench: Benchmarking Character Customization of Large Language Models

  • AAAI 2025

Jinfeng Zhou, Yongkang Huang, Bosi Wen, Guanqun Bi, Yuxuan Chen, Pei Ke, Zhuang Chen, Xiyao Xiao, Libiao Peng, Kuntian Tang, Rongsheng Zhang, Le Zhang, Tangjie Lv, Zhipeng Hu, Hongning Wang, Minlie Huang

MiniPLM: Knowledge Distillation for Pre-Training Language Models

  • ICLR 2025

Yuxian Gu,Hao Zhou,Fandong Meng,Minlie Huang

Data Selection via Optional Training for Language Models

  • ICLR 2025

Yuxian Gu,Li Dong,Hongning Wang,Yaru Hao,Qingxiu Dong,Furu Wei,Minlie Huang

Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning

  • ICLR 2025

Jiaxin Wen*,Jian Guan*,Hongning Wang,Wei Wu,Minlie Huang

Language Models Learn to Mislead Humans via RLHF

  • ICLR 2025

Jiaxin Wen,Ruiqi Zhong,Akbir Khan,Ethan Perez,Jacob Steinhardt,Minlie Huang,Samuel R. Bowman,He He,Shi Feng

SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models

  • ICLR 2025

Jiale Cheng,Xiao Liu,Cunxiang Wang,Xiaotao Gu,Yida Lu,Dan Zhang,Yuxiao Dong,Jie Tang,Hongning Wang,Minlie Huang

Scenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis

  • WWW 2025

Zhihua Wen,Zhizhao Liu,Zhiliang Tian,Shilong Pan,Zhen Huang,Dongsheng Li,Minlie Huang( with Assoc. Prof. Zhiliang Tian)

MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science

  • ICLR 2025

Erle Zhu,Yadi Liu,Zhe Zhang,Xujun Li,JinZhou,Xinjie Yu,Minlie Huang,Hongning Wang

The Superalignment of Superhuman Intelligence with Large Language Models

  • SCIENCE CHINA Information Sciences

Minlie Huang,Yingkang Wang,Shiyao Cui,Pei Ke,Jie Tang

SocialEval: Evaluating Social Intelligence of Large Language Models

  • ACL 2025

Jinfeng Zhou,Yuxuan Chen,Yihan Shi,Xuanming Zhang,Leqi Lei,Yi Feng,Zexuan Xiong,Miao Yan,Xunzhi Wang,Yaru Cao,Jianing Yin,Shuai Wang,Quanyu Dai,Zhenhua Dong,Hongning Wang,Minlie Huang

LongSafety: Evaluating Long-Context Safety of Large Language Models

  • ACL 2025

Yida Lu,Jiale Cheng,Zhexin Zhang,Shiyao Cui,Cunxiang Wang,Xiaotao Gu,Yuxiao Dong,Jie Tang,Hongning Wang,Minlie Huang

Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints

  • ACL 2025

Junxiao Yang,Zhexin Zhang,Shiyao Cui,Hongning Wang,Minlie Huang

Model Extrapolation Expedites Alignment

  • ACL 2025

Chujie Zheng,Ziqi Wang,Heng Ji,Minlie Huang,Nanyun Peng

MAGI: Multi-Agent Guided Interview for Psychiatric Assessment

  • Findings of ACL 2025

Guanqun Bi,Zhuang Chen,Zhoufu Liu,Hongkai Wang,Xiyao Xiao,Yuqiang Xie,Wen Zhang,Yongkang Huang,Yuxuan Chen,Libiao Peng,Minlie Huang

Training Language Model to Critique for Better Refinement

  • Findings of ACL 2025

Tianshu Yu, Chao Xiang, mingchuan yang, Pei Ke, Bosi Wen, Cunxiang Wang, Jiale Cheng, Li Zhang, Xinyu Mu, Chuxiong Sun, Minlie Huang

HPSS: Heuristic Prompting Strategy Search for LLM Evaluator

  • Findings of ACL 2025

Bosi Wen,Pei Ke,Yufei Sun,Cunxiang Wang,Xiaotao Gu,Jinfeng Zhou,Jie Tang,Hongning Wang,Minlie Huang

VPO: Aligning Text-to-Video Generation Models with Prompt Optimization

  • ICCV 2025

Jiale Cheng,Ruiliang Lyu,Xiaotao Gu,Xiao Liu,Jiazheng Xu,Yida Lu,Jiayan Teng,Zhuoyi Yang,Yuxiao Dong,Jie Tang,Hongning Wang,Minlie Huang

ShieldVLM: Safeguarding the Multimodal lmplicit Toxicity via Deliberative Reasoning with LVLMs

  • ACM Multimedia 2025

Shiyao Cui*,Qinglin Zhang*,Xuan Ouyang,Renmiao Chen,Zhexin Zhang,Yida Lu,Hongning Wang,Han Qiu,Minlie Huang

JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering

  • ACM Multimedia 2025

Renmiao Chen,Shiyao Cui,Xuancheng Huang,Chengwei Pan,Xijie Huang,Qinglin Zhang,Xuan Ouyang,Zhexin Zhang,Hongning Wang,Minlie Huang

Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues

  • EMNLP 2025

Jinfeng Zhou, Yuxuan Chen, Jianing Yin, Yongkang Huang, Yihan Shi, Xikun Zhang, Libiao Peng, Rongsheng Zhang, Tangjie Lv, Zhipeng Hu, Hongning Wang, Minlie Huang

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