Visual Concept-Metaconcept Learning. - Chi Han; Jiayuan Mao; Chuang Gan 001; Josh Tenenbaum 001; Jiajun Wu 001 (NeurIPS, 2019)

Learning Shared Semantic Space for Speech-to-Text Translation. - Chi Han; Mingxuan Wang; Heng Ji 001; Lei Li 005 (ACL/IJCNLP (Findings), 2021)

Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. - Chi Han; Hengzhi Pei; Xinya Du; Heng Ji 001 (ACL (Findings), 2023)

Defining a New NLP Playground. - Sha Li; Chi Han; Pengfei Yu; Carl Edwards; Manling Li; Xingyao Wang 002; Yi Ren Fung 001; Charles Yu; Joel R. Tetreault; Eduard H. Hovy; Heng Ji 001 (EMNLP (Findings), 2023)

CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models. - Cheng Qian 008; Chi Han; Yi Ren Fung 001; Yujia Qin; Zhiyuan Liu 001; Heng Ji 001 (EMNLP (Findings), 2023)

Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. - Chi Han; Qizheng He; Charles Yu; Xinya Du; Hanghang Tong; Heng Ji 001 (ICLR, 2023)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi Ren Fung 001; Yusheng Su; et al. (CoRR, 2023)

RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought. - Tianci Xue; Ziqi Wang 003; Zhenhailong Wang; Chi Han; Pengfei Yu; Heng Ji 001 (CoRR, 2023)

Understanding the Effect of Data Augmentation on Knowledge Distillation. - Ziqi Wang 003; Chi Han; Wenxuan Bao; Heng Ji 001 (CoRR, 2023)

In-Context Learning of Large Language Models Explained as Kernel Regression. - Chi Han; Ziqi Wang 003; Han Zhao 002; Heng Ji 001 (CoRR, 2023)

LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space. - Chi Han; Jialiang Xu; Manling Li; Yi Fung 001; Chenkai Sun; Nan Jiang 008; Tarek F. Abdelzaher; Heng Ji 001 (CoRR, 2023)

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation. - Cheng Qian 008; Chi Han; Yi R. Fung 001; Yujia Qin; Zhiyuan Liu 001; Heng Ji 001 (CoRR, 2023)

LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models. - Chi Han; Qifan Wang 001; Wenhan Xiong; Yu Chen 022; Heng Ji 001; Sinong Wang (CoRR, 2023)

InfoPattern: Unveiling Information Propagation Patterns in Social Media. - Chi Han; Jialiang Xu; Manling Li; Hanning Zhang; Tarek F. Abdelzaher; Heng Ji 001 (CoRR, 2023)

Load-Balancing Routing for LEO Satellite Network with Distributed Hops-Based Back-Pressure Strategy. - Chi Han; Wei Xiong; Ronghuan Yu (Sensors, 2023)

Word Embeddings Are Steers for Language Models. - Chi Han; Jialiang Xu; Manling Li; Yi Fung 001; Chenkai Sun; Nan Jiang 008; Tarek F. Abdelzaher; Heng Ji 001 (ACL (1), 2024)

Why Does New Knowledge Create Messy Ripple Effects in LLMs? - Jiaxin Qin; Zixuan Zhang; Chi Han; Pengfei Yu; Manling Li; Heng Ji 001 (EMNLP, 2024)

Underactuated Finger Topology for Humanoid Robot Grasp. - Kehan Feng; Zhengping Duan; Chi Han; Zihan Guo; Wenzeng Zhang (ICARM, 2024)

LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models. - Chi Han; Qifan Wang 001; Hao Peng 009; Wenhan Xiong; Yu Chen 022; Heng Ji 001; Sinong Wang (NAACL-HLT, 2024)

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning. - Rui Pan 002; Xiang Liu; Shizhe Diao; Renjie Pi; Jipeng Zhang; Chi Han; Tong Zhang 001 (NeurIPS, 2024)

A Novel Robot Finger Geometry for Parallel Self-Adaptive Grasp with Rack-Crank-Slider Mechanism. - Kehan Feng; Zhengping Duan; Chi Han; Zihan Guo; Wenzeng Zhang (CIS-RAM, 2024)

A Novel Genetic-Based Underactuated Robot Gripper with Rack-Crank-Slider Mechanism. - Kehan Feng; Zhengping Duan; Chi Han; Wenzeng Zhang (ROBIO, 2024)

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders. - Cheng Li; May Fung; Qingyun Wang 005; Chi Han; Manling Li; Jindong Wang 001; Heng Ji 001 (CoRR, 2024)

Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play. - Sha Li; Revanth Gangi Reddy; Khanh Duy Nguyen; Qingyun Wang 005; May Fung; Chi Han; Jiawei Han 001; Kartik Natarajan; Clare R. Voss; Heng Ji 001 (CoRR, 2024)

Learning to Generate Research Idea with Dynamic Control. - Ruochen Li; Liqiang Jing; Chi Han; Jiawei Zhou; Xinya Du (CoRR, 2024)

A multi-modal multi-objective evolutionary algorithm based on dual decomposition and subset selection. - Minghui Xiong; Wei Xiong; Zheng Liu; Yali Liu; Chi Han (Swarm Evol. Comput., 2024)

Deep Reinforcement Learning with Local Attention for Single Agile Optical Satellite Scheduling Problem. - Zheng Liu; Wei Xiong; Chi Han; Xiaolan Yu (Sensors, 2024)

Large Language Models on Graphs: A Comprehensive Survey. - Bowen Jin; Gang Liu 025; Chi Han; Meng Jiang 001; Heng Ji 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2024)

The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination. - Yuji Zhang 002; Sha Li; Cheng Qian 008; Jiateng Liu; Pengfei Yu; Chi Han; Yi R. Fung 001; Kathleen McKeown; ChengXiang Zhai; Manling Li; Heng Ji 001 (ACL (Findings), 2025)

Computation Mechanism Behind LLM Position Generalization. - Chi Han; Heng Ji 001 (ACL (1), 2025)

Eliminating Position Bias of Language Models: A Mechanistic Approach. - Ziqi Wang 003; Hanlin Zhang 002; Xiner Li; Kuan-Hao Huang; Chi Han; Shuiwang Ji; Sham M. Kakade; Hao Peng 009; Heng Ji 001 (ICLR, 2025)

Robust sensing matrix design for the Orthogonal Matching Pursuit algorithm in compressive sensing. - Bo Li; Shuai Zhang; Liang Zhang; Xiaobing Shang; Chi Han; Yao Zhang 007 (Signal Process., 2025)

Towards LifeSpan Cognitive Systems. - Yu Wang 170; Chi Han; Tongtong Wu; Xiaoxin He; Wangchunshu Zhou; Nafis Sadeq; Xiusi Chen; Zexue He; Wei Wang; Gholamreza Haffari; Heng Ji 001; Julian J. McAuley (Trans. Mach. Learn. Res., 2025)

SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering. - Xuehang Guo; Xingyao Wang 002; Yangyi Chen; Sha Li; Chi Han; Manling Li; Heng Ji 001 (CoRR, 2025)

Can Language Models Follow Multiple Turns of Entangled Instructions? - Chi Han (CoRR, 2025)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Xuanhe Zhou; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi R. Fung 001; et al. (ACM Comput. Surv., 2025)

mCLM: A Function-Infused and Synthesis-Friendly Modular Chemical Language Model. - Carl Edwards; Chi Han; Gawon Lee; Thao Nguyen; Bowen Jin; Chetan Prasad; Sara Szymkuc; Bartosz A. Grzybowski; Ying Diao; Jiawei Han 001; Ge Liu; Hao Peng 009; et al. (CoRR, 2025)

Transformers as Multi-task Learners: Decoupling Features in Hidden Markov Models. - Yifan Hao 002; Chenlu Ye; Chi Han; Tong Zhang 001 (CoRR, 2025)