Muhao Chen

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 247

Top Venues

University of California, Los Angeles, USA (PHD)

Education History

University of California, Los Angeles, USA

PHD

Publications

James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen
Offset Unlearning for Large Language Models. CoRR (2024)
Yiwei Wang, Muhao Chen, Nanyun Peng, Kai-Wei Chang
DeepEdit: Knowledge Editing as Decoding with Constraints. CoRR (2024)
Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen
Instructional Fingerprinting of Large Language Models. CoRR (2024)
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
Contrastive Instruction Tuning. CoRR (2024)
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
Contrastive Instruction Tuning. ACL (Findings) (2024)
Victoria Graf, Qin Liu, Muhao Chen
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors. NAACL-HLT (2024)
Bangzheng Li, Ben Zhou, Xingyu Fu, Fei Wang, Dan Roth, Muhao Chen
FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation. CoRR (2024)
Terry Tong, Jiashu Xu, Qin Liu, Muhao Chen
Securing Multi-turn Conversational Language Models Against Distributed Backdoor Triggers. CoRR (2024)
Tenghao Huang, Dongwon Jung, Muhao Chen
Planning and Editing What You Retrieve for Enhanced Tool Learning. CoRR (2024)
Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. ACL (Findings) (2024)
Siyuan Ma, Weidi Luo, Yu Wang, Xiaogeng Liu, Muhao Chen, Bo Li, Chaowei Xiao
Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Characte. CoRR (2024)
Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities. NAACL-HLT (2024)
Jiongxiao Wang, Junlin Wu, Muhao Chen, Yevgeniy Vorobeychik, Chaowei Xiao
RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models. ACL (1) (2024)
Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. ICLR (2024)
Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen
Monotonic Paraphrasing Improves Generalization of Language Model Prompting. CoRR (2024)
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. EACL (Findings) (2024)
Muhao Chen, Jing Qin
Form-Finding and Physical Property Predictions of Tensegrity Structures Using Deep Neural Networks. CoRR (2024)
Yixiang Yao, Fei Wang, Srivatsan Ravi, Muhao Chen
Privacy-Preserving Language Model Inference with Instance Obfuscation. CoRR (2024)
Hadi Askari, Anshuman Chhabra, Muhao Chen, Prasant Mohapatra
Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing. CoRR (2024)
Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. CoRR (2024)
Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Hassan Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon
Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. CoRR (2024)
Tianyang Liu, Fei Wang, Muhao Chen
Rethinking Tabular Data Understanding with Large Language Models. NAACL-HLT (2024)
Victoria Graf, Qin Liu, Muhao Chen
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors. CoRR (2024)
Yufei Tian, Tenghao Huang, Miri Liu, Derek Jiang, Alexander Spangher, Muhao Chen, Jonathan May, Nanyun Peng
Are Large Language Models Capable of Generating Human-Level Narratives? CoRR (2024)
Yu Wang, Xiaogeng Liu, Yu Li, Muhao Chen, Chaowei Xiao
AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting. CoRR (2024)
Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen
Instructional Fingerprinting of Large Language Models. NAACL-HLT (2024)
Yubo Zhang, Shudi Hou, Mingyu Derek Ma, Wei Wang, Muhao Chen, Jieyu Zhao
CLIMB: A Benchmark of Clinical Bias in Large Language Models. CoRR (2024)
Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? NAACL-HLT (2024)
Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. ICLR (2024)
Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. NAACL-HLT (2024)
Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. CoRR (2024)
Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen
Red Teaming Language Models for Contradictory Dialogues. CoRR (2024)
Nan Xu, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. CoRR (2024)
Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. CoRR (2024)
Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. NAACL-HLT (2024)
Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Yixuan Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao
Mitigating Fine-tuning Jailbreak Attack with Backdoor Enhanced Alignment. CoRR (2024)
Tenghao Huang, Ehsan Qasemi, Bangzheng Li, He Wang, Faeze Brahman, Muhao Chen, Snigdha Chaturvedi
Affective and Dynamic Beam Search for Story Generation. EMNLP (Findings) (2023)
Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen
Context-faithful Prompting for Large Language Models. CoRR (2023)
Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen
Robust Natural Language Understanding with Residual Attention Debiasing. CoRR (2023)
Bonan Kou, Muhao Chen, Tianyi Zhang
Automated Summarization of Stack Overflow Posts. ICSE (2023)
Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. IJCNLP (2) (2023)
Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi
Primacy Effect of ChatGPT. EMNLP (2023)
Haoyu Wang, Hongming Zhang, Yueguan Wang, Yuqian Deng, Muhao Chen, Dan Roth
Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes. EMNLP (2023)
Shudi Hou, Yu Xia, Muhao Chen, Sujian Li
Contrastive Bootstrapping for Label Refinement. CoRR (2023)
Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. CoRR (2023)
Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen
EntRED: Benchmarking Relation Extraction with Fewer Shortcuts. CoRR (2023)
Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. EACL (2023)
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. ACL (Findings) (2023)
Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen
Dense Retrieval as Indirect Supervision for Large-space Decision Making. EMNLP (Findings) (2023)
Tanay Dixit, Fei Wang, Muhao Chen
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. CoRR (2023)
Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang
Knowledge-Based Version Incompatibility Detection for Deep Learning. CoRR (2023)
Shikhar Singh, Ehsan Qasemi, Muhao Chen
VIPHY: Probing "Visible" Physical Commonsense Knowledge. EMNLP (Findings) (2023)
Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities. CoRR (2023)
Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen
A Causal View of Entity Bias in (Large) Language Models. EMNLP (Findings) (2023)
Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang
Software Entity Recognition with Noise-Robust Learning. ASE (2023)
Jiongxiao Wang, Junlin Wu, Muhao Chen, Yevgeniy Vorobeychik, Chaowei Xiao
On the Exploitability of Reinforcement Learning with Human Feedback for Large Language Models. CoRR (2023)
Tanay Dixit, Fei Wang, Muhao Chen
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. ACL (2) (2023)
Wenjie Mo, Jiashu Xu, Qin Liu, Jiongxiao Wang, Jun Yan, Chaowei Xiao, Muhao Chen
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations. CoRR (2023)
Jiongxiao Wang, Zichen Liu, Keun Hee Park, Muhao Chen, Chaowei Xiao
Adversarial Demonstration Attacks on Large Language Models. CoRR (2023)
Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales. ICLR (2023)
James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. EMNLP (2023)
Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. CoRR (2023)
Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. CoRR (2023)
Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. CoRR (2023)
Ehsan Qasemi, Amani R. Maina-Kilaas, Devadutta Dash, Khalid Alsaggaf, Muhao Chen
Preconditioned Visual Language Inference with Weak Supervision. CoRR (2023)
Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. ACL (Findings) (2023)
Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang
Software Entity Recognition with Noise-Robust Learning. CoRR (2023)
Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi
Primacy Effect of ChatGPT. CoRR (2023)
Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang
Knowledge-Based Version Incompatibility Detection for Deep Learning. ESEC/SIGSOFT FSE (2023)
Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen
How Fragile is Relation Extraction under Entity Replacements? CoNLL (2023)
Bonan Kou, Muhao Chen, Tianyi Zhang
Automated Summarization of Stack Overflow Posts. CoRR (2023)
Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen
Robust Natural Language Understanding with Residual Attention Debiasing. ACL (Findings) (2023)
Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. CoRR (2023)
Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. ACL (1) (2023)
Tenghao Huang, Ehsan Qasemi, Bangzheng Li, He Wang, Faeze Brahman, Muhao Chen, Snigdha Chaturvedi
Affective and Dynamic Beam Search for Story Generation. CoRR (2023)
Minh Pham, Craig A. Knoblock, Muhao Chen
Detecting Semantic Errors in Tables using Textual Evidence. BigData (2023)
Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen
Parameter-Efficient Tuning with Special Token Adaptation. EACL (2023)
Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. CoRR (2023)
Tianyang Liu, Fei Wang, Muhao Chen
Rethinking Tabular Data Understanding with Large Language Models. CoRR (2023)
Wenpeng Yin, Muhao Chen, Ben Zhou, Qiang Ning, Kai-Wei Chang, Dan Roth
Indirectly Supervised Natural Language Processing. ACL (tutorial) (2023)
Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. EMNLP (2023)
Shudi Hou, Yu Xia, Muhao Chen, Sujian Li
Contrastive Bootstrapping for Label Refinement. ACL (2) (2023)
Peifang Wang, Olga Golovneva, Armen Aghajanyan, Xiang Ren, Muhao Chen, Asli Celikyilmaz, Maryam Fazel-Zarandi
DOMINO: A Dual-System for Multi-step Visual Language Reasoning. CoRR (2023)
James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. CoRR (2023)
Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen
Dense Retrieval as Indirect Supervision for Large-space Decision Making. CoRR (2023)
Jiashu Xu, Mingyu Derek Ma, Muhao Chen
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL (1) (2023)
Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. CoRR (2023)
Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. CoRR (2023)
Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. CoRR (2023)
Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen
Deceiving Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? CoRR (2023)
Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen
Context-faithful Prompting for Large Language Models. EMNLP (Findings) (2023)
Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen
A Causal View of Entity Bias in (Large) Language Models. CoRR (2023)
Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. NAACL-HLT (2022)
Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu
Salience Allocation as Guidance for Abstractive Summarization. CoRR (2022)
Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales. CoRR (2022)
Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen
PInKS: Preconditioned Commonsense Inference with Minimal Supervision. CoRR (2022)
Qibang Liu, Muhao Chen, Robert E. Skelton
An extended ordinary state-based peridynamics for non-spherical horizons. CoRR (2022)
Shikhar Singh, Ehsan Qasemi, Muhao Chen
VIPHY: Probing "Visible" Physical Commonsense Knowledge. CoRR (2022)
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. CoRR (2022)
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
Summarization as Indirect Supervision for Relation Extraction. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Muhao Chen