Lichang Chen

18 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×4 ICLR ×4 AAAI ×2 CVPR ×2 ICML ×2 NAACL ×2 ECCV ×1 NeurIPS ×1

Frequent coauthors

Tianyi Zhou

×9

Heng Huang

×8

Jiuhai Chen

×5

Ming Li

×3

Dinesh Manocha

×2

Wei Xiong

×2

Shiyang Li

×2

Jun Yan

×2

Hai Wang

×2

Vikas Yadav

×2

Zheng Tang

×2

Vijay Srinivasan

×2

Papers

MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
AAAI 2026 ·
Sonal Kumar
,
Simon Sedlácek
,
Vaibhavi Lokegaonkar
,
Fernando López
,
Wenyi Yu
,
Nishit Anand
,
Hyeonggon Ryu
, Lichang Chen,
Maxim Plicka
,
Miroslav Hlavácek
,
William Fineas Ellingwood
,
Sathvik Udupa
,
Siyuan Hou
,
Allison Ferner
,
Sara Barahona
,
Cecilia Bolaños
,
Satish Rahi
,
Laura Herrera-Alarcón
,
Satvik Dixit
,
Rupali S. Patil
,
Soham Deshmukh
,
Lasha Koroshinadze
,
Yao Liu
,
Leibny Paola García-Perera
,
Eleni Zanou
,
Themos Stafylakis
,
Joon Son Chung
,
David Harwath
,
Chao Zhang
,
Dinesh Manocha
,
Alicia Lozano-Diez
,
Santosh Kesiraju
,
Sreyan Ghosh
,
Ramani Duraiswami
Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models
NeurIPS 2025 ·
Sophia Simeng Han
,
Howard Dai
,
Stephen Xia
,
Grant Zhang
,
Chen Liu
, Lichang Chen,
Hoang Huy Nguyen
,
Hongyuan Mei
,
Jiayuan Mao
,
R. Thomas McCoy
From Lists to Emojis: How Format Bias Affects Model Alignment
ACL 2025 ·
Xuanchang Zhang
,
Wei Xiong
, Lichang Chen,
Tianyi Zhou
,
Heng Huang
,
Tong Zhang
OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities
ICLR 2025 · Lichang Chen,
Hexiang Hu
,
Mingda Zhang
,
Yiwen Chen
,
Zifeng Wang
,
Yandong Li
,
Pranav Shyam
,
Tianyi Zhou
,
Heng Huang
,
Ming-Hsuan Yang
,
Boqing Gong
RRM: Robust Reward Model Training Mitigates Reward Hacking
ICLR 2025 ·
Tianqi Liu
,
Wei Xiong
,
Jie Ren
, Lichang Chen,
Junru Wu
,
Rishabh Joshi
,
Yang Gao
,
Jiaming Shen
,
Zhen Qin
,
Tianhe Yu
,
Daniel Sohn
,
Anastasia Makarova
,
Jeremiah Zhe Liu
,
Yuan Liu
,
Bilal Piot
,
Abe Ittycheriah
,
Aviral Kumar
,
Mohammad Saleh
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
AAAI 2025 ·
Xinlu Zhang
,
Zhiyu Zoey Chen
,
Xi Ye
,
Xianjun Yang
, Lichang Chen,
William Yang Wang
,
Linda Ruth Petzold
AlpaGasus: Training a Better Alpaca with Fewer Data
ICLR 2024 · Lichang Chen,
Shiyang Li
,
Jun Yan
,
Hai Wang
,
Kalpa Gunaratna
,
Vikas Yadav
,
Zheng Tang
,
Vijay Srinivasan
,
Tianyi Zhou
,
Heng Huang
,
Hongxia Jin
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
NAACL 2024 ·
Jun Yan
,
Vikas Yadav
,
Shiyang Li
, Lichang Chen,
Zheng Tang
,
Hai Wang
,
Vijay Srinivasan
,
Xiang Ren
,
Hongxia Jin
Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements
ACL 2024 ·
Ming Li
,
Jiuhai Chen
, Lichang Chen,
Tianyi Zhou
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
NAACL 2024 ·
Ming Li
,
Yong Zhang
,
Zhitao Li
,
Jiuhai Chen
, Lichang Chen,
Ning Cheng
,
Jianzong Wang
,
Tianyi Zhou
,
Jing Xiao
Hallusionbench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
CVPR 2024 ·
Tianrui Guan
,
Fuxiao Liu
,
Xiyang Wu
,
Ruiqi Xian
,
Zongxia Li
,
Xiaoyu Liu
,
Xijun Wang
, Lichang Chen,
Furong Huang
,
Yaser Yacoob
,
Dinesh Manocha
,
Tianyi Zhou
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
ICML 2024 · Lichang Chen,
Jiuhai Chen
,
Tom Goldstein
,
Heng Huang
,
Tianyi Zhou
ODIN: Disentangled Reward Mitigates Hacking in RLHF
ICML 2024 · Lichang Chen,
Chen Zhu
,
Jiuhai Chen
,
Davit Soselia
,
Tianyi Zhou
,
Tom Goldstein
,
Heng Huang
,
Mohammad Shoeybi
,
Bryan Catanzaro
Prompting Language-Informed Distribution for Compositional Zero-Shot Learning
ECCV 2024 ·
Wentao Bao
, Lichang Chen,
Heng Huang
,
Yu Kong
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
ACL 2024 ·
Ming Li
, Lichang Chen,
Jiuhai Chen
,
Shwai He
,
Jiuxiang Gu
,
Tianyi Zhou
Spectrum AUC Difference (SAUCD): Human-Aligned 3D Shape Evaluation
CVPR 2024 ·
Tianyu Luan
,
Zhong Li
,
Lele Chen
,
Xuan Gong
, Lichang Chen,
Yi Xu
,
Junsong Yuan
Unbiased Watermark for Large Language Models
ICLR 2024 ·
Zhengmian Hu
, Lichang Chen,
Xidong Wu
,
Yihan Wu
,
Hongyang Zhang
,
Heng Huang
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection
ACL 2024 ·
Ruibo Chen
,
Yihan Wu
, Lichang Chen,
Guodong Liu
,
Qi He
,
Tianyi Xiong
,
Chenxi Liu
,
Junfeng Guo
,
Heng Huang