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Chi Han
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2020 – today
- 2025
- [j5]Bo Li
, Shuai Zhang
Robust sensing matrix design for the Orthogonal Matching Pursuit algorithm in compressive sensing. Signal Process. 227: 109684 (2025) - 2024
- [j4]Zheng Liu
Deep Reinforcement Learning with Local Attention for Single Agile Optical Satellite Scheduling Problem. Sensors 24(19): 6396 (2024) - [j3]Minghui Xiong
A multi-modal multi-objective evolutionary algorithm based on dual decomposition and subset selection. Swarm Evol. Comput. 84: 101431 (2024) - [j2]Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han:
Large Language Models on Graphs: A Comprehensive Survey. IEEE Trans. Knowl. Data Eng. 36(12): 8622-8642 (2024) - [c11]Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji:
Word Embeddings Are Steers for Language Models. ACL (1) 2024: 16410-16430 - [c10]Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li, Heng Ji:
Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 2024: 12602-12609 - [c9]Kehan Feng, Zhengping Duan, Chi Han, Zihan Guo, Wenzeng Zhang:
Underactuated Finger Topology for Humanoid Robot Grasp. ICARM 2024: 753-758 - [c8]Chi Han, Qifan Wang, Hao Peng, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang:
LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models. NAACL-HLT 2024: 3991-4008 - [c7]Kehan Feng, Zhengping Duan, Chi Han, Zihan Guo, Wenzeng Zhang:
A Novel Robot Finger Geometry for Parallel Self-Adaptive Grasp with Rack-Crank-Slider Mechanism. CIS-RAM 2024: 284-289 - [i20]Rui Pan, Xiang Liu, Shizhe Diao, Renjie Pi, Jipeng Zhang, Chi Han, Tong Zhang:
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning. CoRR abs/2403.17919 (2024) - [i19]Ziqi Wang, Hanlin Zhang, Xiner Li, Kuan-Hao Huang, Chi Han, Shuiwang Ji, Sham M. Kakade, Hao Peng, Heng Ji:
Eliminating Position Bias of Language Models: A Mechanistic Approach. CoRR abs/2407.01100 (2024) - [i18]Jiaxin Qin, Zixuan Zhang, Chi Han, Manling Li, Pengfei Yu, Heng Ji:
Why Does New Knowledge Create Messy Ripple Effects in LLMs? CoRR abs/2407.12828 (2024) - [i17]Yu Wang, Chi Han, Tongtong Wu, Xiaoxin He, Wangchunshu Zhou, Nafis Sadeq, Xiusi Chen, Zexue He, Wei Wang, Gholamreza Haffari, Heng Ji, Julian J. McAuley:
Towards LifeSpan Cognitive Systems. CoRR abs/2409.13265 (2024) - [i16]Cheng Li, May Fung, Qingyun Wang, Chi Han, Manling Li, Jindong Wang, Heng Ji:
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders. CoRR abs/2410.06845 (2024) - [i15]Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, May Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji:
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play. CoRR abs/2410.18935 (2024) - 2023
- [j1]Chi Han
Load-Balancing Routing for LEO Satellite Network with Distributed Hops-Based Back-Pressure Strategy. Sensors 23(24): 9789 (2023) - [c6]Chi Han, Hengzhi Pei, Xinya Du, Heng Ji:
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. ACL (Findings) 2023: 8967-8981 - [c5]Cheng Qian, Chi Han, Yi Ren Fung, Yujia Qin, Zhiyuan Liu, Heng Ji:
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models. EMNLP (Findings) 2023: 6922-6939 - [c4]Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Ren Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji:
Defining a New NLP Playground. EMNLP (Findings) 2023: 11932-11951 - [c3]Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji:
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. ICLR 2023 - [i14]Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun:
Tool Learning with Foundation Models. CoRR abs/2304.08354 (2023) - [i13]Tianci Xue, Ziqi Wang, Zhenhailong Wang, Chi Han, Pengfei Yu, Heng Ji:
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought. CoRR abs/2305.11499 (2023) - [i12]Ziqi Wang, Chi Han, Wenxuan Bao, Heng Ji:
Understanding the Effect of Data Augmentation on Knowledge Distillation. CoRR abs/2305.12565 (2023) - [i11]Chi Han, Qizheng He
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. CoRR abs/2305.12738 (2023) - [i10]Chi Han, Ziqi Wang, Han Zhao, Heng Ji:
In-Context Learning of Large Language Models Explained as Kernel Regression. CoRR abs/2305.12766 (2023) - [i9]Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji:
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space. CoRR abs/2305.12798 (2023) - [i8]Cheng Qian, Chi Han, Yi R. Fung, Yujia Qin, Zhiyuan Liu, Heng Ji:
CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation. CoRR abs/2305.14318 (2023) - [i7]Chi Han, Qifan Wang, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang:
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models. CoRR abs/2308.16137 (2023) - [i6]Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi R. Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji:
Defining a New NLP Playground. CoRR abs/2310.20633 (2023) - [i5]Chi Han, Jialiang Xu, Manling Li, Hanning Zhang, Tarek F. Abdelzaher, Heng Ji:
InfoPattern: Unveiling Information Propagation Patterns in Social Media. CoRR abs/2311.15642 (2023) - [i4]Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han:
Large Language Models on Graphs: A Comprehensive Survey. CoRR abs/2312.02783 (2023) - 2022
- [i3]Chi Han, Hengzhi Pei, Xinya Du, Heng Ji:
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. CoRR abs/2211.03252 (2022) - 2021
- [c2]Chi Han, Mingxuan Wang, Heng Ji, Lei Li:
Learning Shared Semantic Space for Speech-to-Text Translation. ACL/IJCNLP (Findings) 2021: 2214-2225 - [i2]Chi Han, Mingxuan Wang, Heng Ji, Lei Li:
Learning Shared Semantic Space for Speech-to-Text Translation. CoRR abs/2105.03095 (2021) - 2020
- [i1]Chi Han, Jiayuan Mao, Chuang Gan, Joshua B. Tenenbaum, Jiajun Wu:
Visual Concept-Metaconcept Learning. CoRR abs/2002.01464 (2020)
2010 – 2019
- 2019
- [c1]Chi Han, Jiayuan Mao, Chuang Gan, Josh Tenenbaum, Jiajun Wu:
Visual Concept-Metaconcept Learning. NeurIPS 2019: 5002-5013
Coauthor Index
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