SPARQLT and its User-Friendly Interface for Managing and Querying the History of RDF Knowledge Bases. - Shi Gao; Muhao Chen 001; Maurizio Atzori; Jiaqi Gu 001; Carlo Zaniolo (ISWC (Posters & Demos), 2015)

Converting spatiotemporal data Among heterogeneous granularity systems. - Muhao Chen 001; Shi Gao; X. Sean Wang (FUZZ-IEEE, 2016)

Converting spatiotemporal data among multiple granularity systems. - Muhao Chen 001; Shi Gao; Jingheng Zhou; X. Sean Wang (SAC, 2016)

Multi-lingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. - Muhao Chen 001; Yingtao Tian; Mohan Yang; Carlo Zaniolo (CoRR, 2016)

Multi-graph Affinity Embeddings for Multilingual Knowledge Graphs. - Muhao Chen 001; Tao Zhou; Pei Zhou; Carlo Zaniolo (AKBC@NIPS, 2017)

Attention-Based Natural Language Person Retrieval. - Tao Zhou; Muhao Chen 001; Jie Yu; Demetri Terzopoulos (CVPR Workshops, 2017)

Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. - Muhao Chen 001; Yingtao Tian; Mohan Yang; Carlo Zaniolo (IJCAI, 2017)

Learning Multi-faceted Knowledge Graph Embeddings for Natural Language Processing. - Muhao Chen 001; Carlo Zaniolo (IJCAI, 2017)

Enhanced Network Embeddings via Exploiting Edge Labels. - Haochen Chen; Xiaofei Sun; Yingtao Tian; Bryan Perozzi; Muhao Chen 001; Steven Skiena (CIKM, 2018)

Quantification and Analysis of Scientific Language Variation Across Research Fields. - Pei Zhou; Muhao Chen 001; Kai-Wei Chang; Carlo Zaniolo (ICDM Workshops, 2018)

Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment. - Muhao Chen 001; Yingtao Tian; Kai-Wei Chang; Steven Skiena; Carlo Zaniolo (IJCAI, 2018)

Demand-driven Cache Allocation Based on Context-aware Collaborative Filtering. - Muhao Chen 001; Qi Zhao 002; Pengyuan Du; Carlo Zaniolo; Mario Gerla (MobiHoc, 2018)

Towards Opportunistic Resource Sharing in Mobile Social Networks: an Evolutionary Game Theoretic Approach. - Pengyuan Du; Seunghyun Yoo; Qi Zhao 002; Muhao Chen 001; Mario Gerla (MobiHoc, 2018)

Neural Article Pair Modeling for Wikipedia Sub-article Matching. - Muhao Chen 001; Changping Meng; Gang Huang; Carlo Zaniolo (ECML/PKDD (3), 2018)

On2Vec: Embedding-based Relation Prediction for Ontology Population. - Muhao Chen 001; Yingtao Tian; Xuelu Chen; Zijun Xue; Carlo Zaniolo (SDM, 2018)

User-friendly temporal queries on historical knowledge bases. - Carlo Zaniolo; Shi Gao; Maurizio Atzori; Muhao Chen 001; Jiaqi Gu 001 (Inf. Comput., 2018)

Embedding Uncertain Knowledge Graphs. - Xuelu Chen; Muhao Chen 001; Weijia Shi; Yizhou Sun; Carlo Zaniolo (AAAI, 2019)

Learning to Differentiate Between Main-articles and Sub-articles in Wikipedia. - Muhao Chen 001; Changping Meng; Gang Huang; Carlo Zaniolo (IEEE BigData, 2019)

Fast and Accurate Network Embeddings via Very Sparse Random Projection. - Haochen Chen; Syed Fahad Sultan; Yingtao Tian; Muhao Chen 001; Steven Skiena (CIKM, 2019)

Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. - Changjun Fan; Li Zeng; Yuhui Ding; Muhao Chen 001; Yizhou Sun; Zhong Liu 002 (CIKM, 2019)

Learning to Represent Bilingual Dictionaries. - Muhao Chen 001; Yingtao Tian; Haochen Chen; Kai-Wei Chang; Steven Skiena; Carlo Zaniolo (CoNLL, 2019)

Social Relation Inference via Label Propagation. - Yingtao Tian; Haochen Chen; Bryan Perozzi; Muhao Chen 001; Xiaofei Sun; Steven Skiena (ECIR (1), 2019)

Retrofitting Contextualized Word Embeddings with Paraphrases. - Weijia Shi; Muhao Chen 001; Pei Zhou; Kai-Wei Chang (EMNLP/IJCNLP (1), 2019)

Examining Gender Bias in Languages with Grammatical Gender. - Pei Zhou; Weijia Shi; Jieyu Zhao 001; Kuan-Hao Huang; Muhao Chen 001; Ryan Cotterell; Kai-Wei Chang (EMNLP/IJCNLP (1), 2019)

Towards Efficient Cellular Traffic Offloading via Dynamic MPTCP Path Configuration with SDN. - Qi Zhao 002; Muhao Chen 001; Pengyuan Du; Tuan Le; Mario Gerla (ICNC, 2019)

Computational Analysis of French Reborrowing Process for English Loanwords. - Zhubo Deng; Weijia Shi; Pei Zhou; Muhao Chen 001; Kai-Wei Chang (ICDM Workshops, 2019)

Multi-view Knowledge Graph Embedding for Entity Alignment. - Qingheng Zhang; Zequn Sun; Wei Hu 007; Muhao Chen 001; Lingbing Guo; Yuzhong Qu (IJCAI, 2019)

Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts. - Junheng Hao; Muhao Chen 001; Wenchao Yu; Yizhou Sun; Wei Wang 010 (KDD, 2019)

Learning Bilingual Word Embeddings Using Lexical Definitions. - Weijia Shi; Muhao Chen 001; Yingtao Tian; Kai-Wei Chang (RepL4NLP@ACL, 2019)

TransEdge: Translating Relation-Contextualized Embeddings for Knowledge Graphs. - Zequn Sun; Jiacheng Huang 001; Wei Hu 007; Muhao Chen 001; Lingbing Guo; Yuzhong Qu (ISWC (1), 2019)

Embedding Edge-attributed Relational Hierarchies. - Muhao Chen 001; Chris Quirk (SIGIR, 2019)

Multifaceted protein-protein interaction prediction based on Siamese residual RCNN. - Muhao Chen 001; Chelsea J.-T. Ju; Guangyu Zhou; Xuelu Chen; Tianran Zhang; Kai-Wei Chang; Carlo Zaniolo; Wei Wang 010 (Bioinform., 2019)

Multi-relational Representation Learning and Knowledge Acquisition. - Muhao Chen 001 (2019)

Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation. - Zequn Sun; Chengming Wang; Wei Hu 007; Muhao Chen 001; Jian Dai; Wei Zhang; Yuzhong Qu (AAAI, 2020)

Diagnostic Prediction with Sequence-of-sets Representation Learning for Clinical Events. - Tianran Zhang; Muhao Chen 001; Alex A. T. Bui (AIME, 2020)

Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases. - Junheng Hao; Chelsea J.-T. Ju; Muhao Chen 001; Yizhou Sun; Carlo Zaniolo; Wei Wang 010 (BCB, 2020)

What Are You Trying to Do? Semantic Typing of Event Processes. - Muhao Chen 001; Hongming Zhang 009; Haoyu Wang 005; Dan Roth 001 (CoNLL, 2020)

ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis. - Changping Meng; Muhao Chen 001; Jie Mao; Jennifer Neville (ECIR (1), 2020)

Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer. - Xuelu Chen; Muhao Chen 001; Changjun Fan; Ankith Uppunda; Yizhou Sun; Carlo Zaniolo (EMNLP (Findings), 2020)

Knowledge Association with Hyperbolic Knowledge Graph Embeddings. - Zequn Sun; Muhao Chen 001; Wei Hu 007; Chengming Wang; Jian Dai; Wei Zhang (EMNLP (1), 2020)

Joint Constrained Learning for Event-Event Relation Extraction. - Haoyu Wang 005; Muhao Chen 001; Hongming Zhang 009; Dan Roth 001 (EMNLP (1), 2020)

Analogous Process Structure Induction for Sub-event Sequence Prediction. - Hongming Zhang 009; Muhao Chen 001; Haoyu Wang 005; Yangqiu Song; Dan Roth 001 (EMNLP (1), 2020)

Cross-lingual Entity Alignment for Knowledge Graphs with Incidental Supervision from Free Text. - Muhao Chen 001; Weijia Shi; Ben Zhou; Dan Roth 001 (CoRR, 2020)

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs. - Zequn Sun; Qingheng Zhang; Wei Hu 007; Chengming Wang; Muhao Chen 001; Farahnaz Akrami; Chengkai Li 001 (Proc. VLDB Endow., 2020)

Visual Pivoting for (Unsupervised) Entity Alignment. - Fangyu Liu 001; Muhao Chen 001; Dan Roth 001; Nigel Collier (AAAI, 2021)

Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks. - Cunchao Zhu; Muhao Chen 001; Changjun Fan; Guangquan Cheng; Yan Zhang 080 (AAAI, 2021)

Knowing the No-match: Entity Alignment with Dangling Cases. - Zequn Sun; Muhao Chen 001; Wei Hu 007 (ACL/IJCNLP (1), 2021)

Do Language Models Perform Generalizable Commonsense Inference? - Peifeng Wang; Filip Ilievski; Muhao Chen 001; Xiang Ren 001 (ACL/IJCNLP (Findings), 2021)

Tabular Functional Block Detection with Embedding-based Agglomerative Cell Clustering. - Kexuan Sun 002; Fei Wang 060; Muhao Chen 001; Jay Pujara (CIKM, 2021)

Cross-lingual Entity Alignment with Incidental Supervision. - Muhao Chen 001; Weijia Shi; Ben Zhou; Dan Roth 001 (EACL, 2021)

Table-based Fact Verification With Salience-aware Learning. - Fei Wang 060; Kexuan Sun 002; Jay Pujara; Pedro A. Szekely; Muhao Chen 001 (EMNLP (Findings), 2021)

HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. - Mingyu Derek Ma; Muhao Chen 001; Te-Lin Wu; Nanyun Peng 001 (EMNLP (Findings), 2021)

Learning Constraints and Descriptive Segmentation for Subevent Detection. - Haoyu Wang 005; Hongming Zhang 009; Muhao Chen 001; Dan Roth 001 (EMNLP (1), 2021)

Salience-Aware Event Chain Modeling for Narrative Understanding. - Xiyang Zhang 004; Muhao Chen 001; Jonathan May (EMNLP (1), 2021)

Contrastive Out-of-Distribution Detection for Pretrained Transformers. - Wenxuan Zhou; Fangyu Liu 001; Muhao Chen 001 (EMNLP (1), 2021)

Learning from Noisy Labels for Entity-Centric Information Extraction. - Wenxuan Zhou; Muhao Chen 001 (EMNLP (1), 2021)

SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables. - Minh Pham 004; Craig A. Knoblock; Muhao Chen 001; Binh Vu; Jay Pujara (IJCAI, 2021)

From Tables to Knowledge: Recent Advances in Table Understanding. - Jay Pujara; Pedro A. Szekely; Huan Sun 001; Muhao Chen 001 (KDD, 2021)

Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning. - Xuelu Chen; Michael Boratko; Muhao Chen 001; Shib Sankar Dasgupta; Xiang Lorraine Li; Andrew McCallum (NAACL-HLT, 2021)

Retrieving Complex Tables with Multi-Granular Graph Representation Learning. - Fei Wang 060; Kexuan Sun 002; Muhao Chen 001; Jay Pujara; Pedro A. Szekely (SIGIR, 2021)

JEDI: circular RNA prediction based on junction encoders and deep interaction among splice sites. - Jyun-Yu Jiang; Chelsea J.-T. Ju; Junheng Hao; Muhao Chen 001; Wei Wang 010 (Bioinform., 2021)

CoreQuisite: Circumstantial Preconditions of Common Sense Knowledge. - Ehsan Qasemi; Filip Ilievski; Muhao Chen 001; Pedro A. Szekely (CoRR, 2021)

Contrastive Out-of-Distribution Detection for Pretrained Transformers. - Wenxuan Zhou; Muhao Chen 001 (CoRR, 2021)

Structure-Aware Label Smoothing for Graph Neural Networks. - Yiwei Wang 001; Yujun Cai; Yuxuan Liang; Wei Wang 059; Henghui Ding; Muhao Chen 001; Jing Tang 004; Bryan Hooi (CoRR, 2021)

δ-SAM: Sharpness-Aware Minimization with Dynamic Reweighting. - Wenxuan Zhou; Muhao Chen 001 (CoRR, 2021)

Prix-LM: Pretraining for Multilingual Knowledge Base Construction. - Wenxuan Zhou; Fangyu Liu 001; Ivan Vulic; Nigel Collier; Muhao Chen 001 (ACL (1), 2022)

Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. - Jihoon Sohn; Mingyu Derek Ma; Muhao Chen 001 (AKBC, 2022)

SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation. - Zekun Li 007; Jina Kim; Yao-Yi Chiang; Muhao Chen 001 (EMNLP (Findings), 2022)

Summarization as Indirect Supervision for Relation Extraction. - Keming Lu; I-Hung Hsu; Wenxuan Zhou; Mingyu Derek Ma; Muhao Chen 001 (EMNLP (Findings), 2022)

PaCo: Preconditions Attributed to Commonsense Knowledge. - Ehsan Qasemi; Filip Ilievski; Muhao Chen 001; Pedro A. Szekely (EMNLP (Findings), 2022)

Salience Allocation as Guidance for Abstractive Summarization. - Fei Wang 060; Kaiqiang Song; Hongming Zhang 009; Lifeng Jin; Sangwoo Cho; Wenlin Yao; Xiaoyang Wang; Muhao Chen 001; Dong Yu 001 (EMNLP, 2022)

Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. - Nan Xu; Fei Wang 060; Bangzheng Li; Mingtao Dong; Muhao Chen 001 (EMNLP, 2022)

Sharpness-Aware Minimization with Dynamic Reweighting. - Wenxuan Zhou; Fangyu Liu 001; Huan Zhang; Muhao Chen 001 (EMNLP (Findings), 2022)

Contextualized Scene Imagination for Generative Commonsense Reasoning. - Peifeng Wang; Jonathan Zamora; Junfeng Liu; Filip Ilievski; Muhao Chen 001; Xiang Ren 001 (ICLR, 2022)

PInKS: Preconditioned Commonsense Inference with Minimal Supervision. - Ehsan Qasemi; Piyush Khanna; Qiang Ning; Muhao Chen 001 (AACL/IJCNLP (1), 2022)

An Improved Baseline for Sentence-level Relation Extraction. - Wenxuan Zhou; Muhao Chen 001 (AACL/IJCNLP (2), 2022)

SOSum: A Dataset of Stack Overflow Post Summaries. - Bonan Kou; Yifeng Di; Muhao Chen 001; Tianyi Zhang 001 (MSR, 2022)

Unified Semantic Typing with Meaningful Label Inference. - James Y. Huang; Bangzheng Li; Jiashu Xu; Muhao Chen 001 (NAACL-HLT, 2022)

Dangling-Aware Entity Alignment with Mixed High-Order Proximities. - Juncheng Liu; Zequn Sun; Bryan Hooi; Yiwei Wang 001; Dayiheng Liu; Baosong Yang; Xiaokui Xiao; Muhao Chen 001 (NAACL-HLT (Findings), 2022)

GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction. - Yiwei Wang 001; Muhao Chen 001; Wenxuan Zhou; Yujun Cai; Yuxuan Liang; Bryan Hooi (NAACL-HLT (Findings), 2022)

Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. - Yiwei Wang 001; Muhao Chen 001; Wenxuan Zhou; Yujun Cai; Yuxuan Liang; Dayiheng Liu; Baosong Yang; Juncheng Liu; Bryan Hooi (NAACL-HLT, 2022)

Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning. - Fei Wang 060; Zhewei Xu; Pedro A. Szekely; Muhao Chen 001 (NAACL-HLT, 2022)

Answer Consolidation: Formulation and Benchmarking. - Wenxuan Zhou; Qiang Ning; Heba Elfardy; Kevin Small; Muhao Chen 001 (NAACL-HLT, 2022)

Are All Steps Equally Important? Benchmarking Essentiality Detection of Events. - Hongming Zhang 009; Yueguan Wang; Yuqian Deng; Haoyu Wang 005; Muhao Chen 001; Dan Roth 001 (CoRR, 2022)

AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences. - Tianran Zhang; Muhao Chen 001; Alex A. T. Bui (J. Biomed. Informatics, 2022)

Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference. - Bangzheng Li; Wenpeng Yin 001; Muhao Chen 001 (Trans. Assoc. Comput. Linguistics, 2022)

Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. - Tanay Dixit; Fei Wang 060; Muhao Chen 001 (ACL (2), 2023)

Contrastive Bootstrapping for Label Refinement. - Shudi Hou; Yu Xia; Muhao Chen 001; Sujian Li (ACL (2), 2023)

Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. - Xinze Li; Yixin Cao 002; Muhao Chen 001; Aixin Sun (ACL (Findings), 2023)

Multi-hop Evidence Retrieval for Cross-document Relation Extraction. - Keming Lu; I-Hung Hsu; Wenxuan Zhou; Mingyu Derek Ma; Muhao Chen 001 (ACL (Findings), 2023)

Robust Natural Language Understanding with Residual Attention Debiasing. - Fei Wang 060; James Y. Huang; Tianyi Yan; Wenxuan Zhou; Muhao Chen 001 (ACL (Findings), 2023)

Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? - Jiashu Xu; Mingyu Derek Ma; Muhao Chen 001 (ACL (1), 2023)

Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. - Wenxuan Zhou; Sheng Zhang 012; Tristan Naumann; Muhao Chen 001; Hoifung Poon (ACL (1), 2023)

Indirectly Supervised Natural Language Processing. - Wenpeng Yin 001; Muhao Chen 001; Ben Zhou; Qiang Ning; Kai-Wei Chang; Dan Roth 001 (ACL (tutorial), 2023)

Detecting Semantic Errors in Tables using Textual Evidence. - Minh Pham 004; Craig A. Knoblock; Muhao Chen 001 (IEEE Big Data, 2023)

How Fragile is Relation Extraction under Entity Replacements? - Yiwei Wang 001; Bryan Hooi; Fei Wang 060; Yujun Cai; Yuxuan Liang; Wenxuan Zhou; Jing Tang 004; Manjuan Duan; Muhao Chen 001 (CoNLL, 2023)

Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. - Haoyu Wang 005; Hongming Zhang 009; Yuqian Deng; Jacob R. Gardner; Dan Roth 001; Muhao Chen 001 (EACL, 2023)

Parameter-Efficient Tuning with Special Token Adaptation. - Xiaocong Yang; James Y. Huang; Wenxuan Zhou; Muhao Chen 001 (EACL, 2023)

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes. - Haoyu Wang 005; Hongming Zhang 009; Yueguan Wang; Yuqian Deng; Muhao Chen 001; Dan Roth 001 (EMNLP, 2023)

GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. - Zekun Li 007; Wenxuan Zhou; Yao-Yi Chiang; Muhao Chen 001 (EMNLP, 2023)

Affective and Dynamic Beam Search for Story Generation. - Tenghao Huang; Ehsan Qasemi; Bangzheng Li; He Wang; Faeze Brahman; Muhao Chen 001; Snigdha Chaturvedi (EMNLP (Findings), 2023)

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. - James Y. Huang; Wenlin Yao; Kaiqiang Song; Hongming Zhang 009; Muhao Chen 001; Dong Yu 001 (EMNLP, 2023)

VIPHY: Probing "Visible" Physical Commonsense Knowledge. - Shikhar Singh; Ehsan Qasemi; Muhao Chen 001 (EMNLP (Findings), 2023)

Primacy Effect of ChatGPT. - Yiwei Wang 001; Yujun Cai; Muhao Chen 001; Yuxuan Liang; Bryan Hooi (EMNLP, 2023)

A Causal View of Entity Bias in (Large) Language Models. - Fei Wang 060; Wenjie Mo 001; Yiwei Wang 001; Wenxuan Zhou; Muhao Chen 001 (EMNLP (Findings), 2023)

Dense Retrieval as Indirect Supervision for Large-space Decision Making. - Nan Xu; Fei Wang 060; Mingtao Dong; Muhao Chen 001 (EMNLP (Findings), 2023)

Context-faithful Prompting for Large Language Models. - Wenxuan Zhou; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (EMNLP (Findings), 2023)

PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales. - Peifeng Wang; Aaron Chan; Filip Ilievski; Muhao Chen 001; Xiang Ren 001 (ICLR, 2023)

Automated Summarization of Stack Overflow Posts. - Bonan Kou; Muhao Chen 001; Tianyi Zhang 001 (ICSE, 2023)

Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. - Fei Wang 060; Kuan-Hao Huang; Kai-Wei Chang; Muhao Chen 001 (IJCNLP (2), 2023)

Software Entity Recognition with Noise-Robust Learning. - Tai Nguyen 005; Yifeng Di; Joohan Lee; Muhao Chen 001; Tianyi Zhang 001 (ASE, 2023)

Knowledge-Based Version Incompatibility Detection for Deep Learning. - Zhongkai Zhao; Bonan Kou; Mohamed Yilmaz Ibrahim; Muhao Chen 001; Tianyi Zhang 001 (ESEC/SIGSOFT FSE, 2023)

Adversarial Demonstration Attacks on Large Language Models. - Jiongxiao Wang; Zichen Liu; Keun Hee Park; Muhao Chen 001; Chaowei Xiao (CoRR, 2023)

Preconditioned Visual Language Inference with Weak Supervision. - Ehsan Qasemi; Amani R. Maina-Kilaas; Devadutta Dash; Khalid Alsaggaf; Muhao Chen 001 (CoRR, 2023)

DOMINO: A Dual-System for Multi-step Visual Language Reasoning. - Peifang Wang; Olga Golovneva; Armen Aghajanyan; Xiang Ren 001; Muhao Chen 001; Asli Celikyilmaz; Maryam Fazel-Zarandi (CoRR, 2023)

On the Exploitability of Reinforcement Learning with Human Feedback for Large Language Models. - Jiongxiao Wang; Junlin Wu 001; Muhao Chen 001; Yevgeniy Vorobeychik; Chaowei Xiao (CoRR, 2023)

Deceiving Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? - Bangzheng Li; Ben Zhou; Fei Wang 060; Xingyu Fu; Dan Roth 001; Muhao Chen 001 (CoRR, 2023)

Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations. - Wenjie Mo 001; Jiashu Xu; Qin Liu 010; Jiongxiao Wang; Jun Yan 012; Chaowei Xiao; Muhao Chen 001 (CoRR, 2023)

RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models. - Jiongxiao Wang; Junlin Wu 001; Muhao Chen 001; Yevgeniy Vorobeychik; Chaowei Xiao (ACL (1), 2024)

X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. - Hanzi Xu; Muhao Chen 001; Lifu Huang; Slobodan Vucetic; Wenpeng Yin 001 (ACL (Findings), 2024)

Contrastive Instruction Tuning. - Tianyi Yan; Fei Wang 060; James Y. Huang; Wenxuan Zhou; Fan Yin; Aram Galstyan; Wenpeng Yin 001; Muhao Chen 001 (ACL (Findings), 2024)

Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges. - Qin Liu 010; Wenjie Mo 001; Terry Tong; Jiashu Xu; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (Allerton, 2024)

On-the-fly Denoising for Data Augmentation in Natural Language Understanding. - Tianqing Fang; Wenxuan Zhou; Fangyu Liu 001; Hongming Zhang 009; Yangqiu Song; Muhao Chen 001 (EACL (Findings), 2024)

AdaShield : Safeguarding Multimodal Large Language Models from Structure-Based Attack via Adaptive Shield Prompting. - Yu Wang; Xiaogeng Liu; Yu Li; Muhao Chen 001; Chaowei Xiao (ECCV (20), 2024)

Monotonic Paraphrasing Improves Generalization of Language Model Prompting. - Qin Liu 010; Fei Wang 060; Nan Xu; Tianyi Yan; Tao Meng; Muhao Chen 001 (EMNLP (Findings), 2024)

Are Large Language Models Capable of Generating Human-Level Narratives? - Yufei Tian; Tenghao Huang; Miri Liu; Derek Jiang; Alexander Spangher; Muhao Chen 001; Jonathan May; Nanyun Peng 001 (EMNLP, 2024)

Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks. - Terry Tong; Qin Liu 010; Jiashu Xu; Muhao Chen 001 (EMNLP (Findings), 2024)

mDPO: Conditional Preference Optimization for Multimodal Large Language Models. - Fei Wang 060; Wenxuan Zhou; James Y. Huang; Nan Xu; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (EMNLP, 2024)

Red Teaming Language Models for Processing Contradictory Dialogues. - Xiaofei Wen; Bangzheng Li; Tenghao Huang; Muhao Chen 001 (EMNLP, 2024)

AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. - Xiaogeng Liu; Nan Xu; Muhao Chen 001; Chaowei Xiao (ICLR, 2024)

UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. - Wenxuan Zhou; Sheng Zhang 012; Yu Gu 017; Muhao Chen 001; Hoifung Poon (ICLR, 2024)

Rethinking Tabular Data Understanding with Large Language Models. - Tianyang Liu 003; Fei Wang 060; Muhao Chen 001 (NAACL-HLT, 2024)

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. - Tianqing Fang; Zhaowei Wang 003; Wenxuan Zhou; Hongming Zhang 009; Yangqiu Song; Muhao Chen 001 (NAACL-HLT (Findings), 2024)

Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors. - Victoria Graf; Qin Liu 010; Muhao Chen 001 (NAACL-HLT, 2024)

Planning and Editing What You Retrieve for Enhanced Tool Learning. - Tenghao Huang; Dongwon Jung; Vaibhav Kumar; Mohammad Kachuee; Xiang Li 069; Puyang Xu; Muhao Chen 001 (NAACL-HLT (Findings), 2024)

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? - Bangzheng Li; Ben Zhou; Fei Wang 060; Xingyu Fu; Dan Roth 001; Muhao Chen 001 (NAACL-HLT, 2024)

From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. - Qin Liu 010; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT, 2024)

How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities. - Lingbo Mo; Boshi Wang; Muhao Chen 001; Huan Sun 001 (NAACL-HLT, 2024)

Instructional Fingerprinting of Large Language Models. - Jiashu Xu; Fei Wang 060; Mingyu Derek Ma; Pang Wei Koh; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT, 2024)

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. - Jiashu Xu; Mingyu Derek Ma; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT, 2024)

Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. - Nan Xu; Fei Wang 060; Ben Zhou; Bangzheng Li; Chaowei Xiao; Muhao Chen 001 (NAACL-HLT (Findings), 2024)

BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment. - Jiongxiao Wang; Jiazhao Li; Yiquan Li; Xiangyu Qi; Junjie Hu 001; Sharon Li 001; Patrick McDaniel; Muhao Chen 001; Bo Li 026; Chaowei Xiao (NeurIPS, 2024)

DeepEdit: Knowledge Editing as Decoding with Constraints. - Yiwei Wang 001; Muhao Chen 001; Nanyun Peng 001; Kai-Wei Chang (CoRR, 2024)

Privacy-Preserving Language Model Inference with Instance Obfuscation. - Yixiang Yao; Fei Wang 060; Srivatsan Ravi; Muhao Chen 001 (CoRR, 2024)

Mitigating Fine-tuning Jailbreak Attack with Backdoor Enhanced Alignment. - Jiongxiao Wang; Jiazhao Li; Yiquan Li; Xiangyu Qi; Junjie Hu 001; Yixuan Li 001; Patrick McDaniel; Muhao Chen 001; Bo Li 026; Chaowei Xiao (CoRR, 2024)

Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. - Juan Manuel Zambrano Chaves; Shih-Cheng Huang; Yanbo Xu; Hanwen Xu; Naoto Usuyama; Sheng Zhang 012; Fei Wang 060; Yujia Xie; Mahmoud Khademi; Ziyi Yang; Hany Hassan Awadalla; Julia Gong; et al. (CoRR, 2024)

Planning and Editing What You Retrieve for Enhanced Tool Learning. - Tenghao Huang; Dongwon Jung; Muhao Chen 001 (CoRR, 2024)

Red Teaming Language Models for Contradictory Dialogues. - Xiaofei Wen; Bangzheng Li; Tenghao Huang; Muhao Chen 001 (CoRR, 2024)

Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Characte. - Siyuan Ma; Weidi Luo; Yu Wang; Xiaogeng Liu; Muhao Chen 001; Bo Li 026; Chaowei Xiao (CoRR, 2024)

FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation. - Bangzheng Li; Ben Zhou; Xingyu Fu; Fei Wang 060; Dan Roth 001; Muhao Chen 001 (CoRR, 2024)

Securing Multi-turn Conversational Language Models Against Distributed Backdoor Triggers. - Terry Tong; Jiashu Xu; Qin Liu 010; Muhao Chen 001 (CoRR, 2024)

CLIMB: A Benchmark of Clinical Bias in Large Language Models. - Yubo Zhang; Shudi Hou; Mingyu Derek Ma; Wei Wang 010; Muhao Chen 001; Jieyu Zhao 001 (CoRR, 2024)

Familiarity-aware Evidence Compression for Retrieval Augmented Generation. - Dongwon Jung; Qin Liu 010; Tenghao Huang; Ben Zhou; Muhao Chen 001 (CoRR, 2024)

FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists. - Tenghao Huang; Donghee Lee; John Sweeney; Jiatong Shi; Emily Steliotes; Matthew Lange; Jonathan May; Muhao Chen 001 (CoRR, 2024)

Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models. - Tinghui Zhu; Qin Liu 010; Fei Wang 060; Zhengzhong Tu; Muhao Chen 001 (CoRR, 2024)

FATH: Authentication-based Test-time Defense against Indirect Prompt Injection Attacks. - Jiongxiao Wang; Fangzhou Wu; Wendi Li; Jinsheng Pan; G. Edward Suh; Z. Morley Mao; Muhao Chen 001; Chaowei Xiao (CoRR, 2024)

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design. - Jingyuan Qi; Zian Jia; Minqian Liu; Wangzhi Zhan; Junkai Zhang; Xiaofei Wen; Jingru Gan; Jianpeng Chen; Qin Liu 010; Mingyu Derek Ma; Bangzheng Li; Haohui Wang; et al. (CoRR, 2024)

SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment. - Qin Liu 010; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (ACL (1), 2025)

R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory. - Tenghao Huang; Kinjal Basu 002; Ibrahim Abdelaziz; Pavan Kapanipathi; Jonathan May; Muhao Chen 001 (ACL (1), 2025)

AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection. - Weidi Luo; Shenghong Dai; Xiaogeng Liu; Suman Banerjee 001; Huan Sun 001; Muhao Chen 001; Chaowei Xiao (ACL (1), 2025)

ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails. - Xiaofei Wen; Wenxuan Zhou; Wenjie Jacky Mo; Muhao Chen 001 (ACL (Findings), 2025)

SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models. - Zilan Wang; Junfeng Guo; Jiacheng Zhu; Yiming Li 004; Heng Huang; Muhao Chen 001; Zhengzhong Tu (CVPR, 2025)

Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset. - Yingzi Ma; Jiongxiao Wang; Fei Wang 060; Siyuan Ma; Jiazhao Li; Jinsheng Pan; Xiujun Li; Furong Huang; Lichao Sun 001; Bo Li 026; Yejin Choi 001; Muhao Chen 001; et al. (ICLR, 2025)

BadJudge: Backdoor Vulnerabilities of LLM-As-A-Judge. - Terry Tong; Fei Wang 060; Zhe Zhao; Muhao Chen 001 (ICLR, 2025)

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. - Fei Wang 060; Xingyu Fu; James Y. Huang; Zekun Li 007; Qin Liu 010; Xiaogeng Liu; Mingyu Derek Ma; Nan Xu; Wenxuan Zhou; Kai Zhang 008; Tianyi Lorena Yan; Wenjie Jacky Mo; et al. (ICLR, 2025)

Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing. - Hadi Askari; Anshuman Chhabra; Muhao Chen 001; Prasant Mohapatra (NAACL (Findings), 2025)

Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations. - Wenjie Jacky Mo; Jiashu Xu; Qin Liu 010; Jiongxiao Wang; Jun Yan 012; Hadi Askari; Chaowei Xiao; Muhao Chen 001 (NAACL (Findings), 2025)

Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety. - Yiwei Wang 001; Muhao Chen 001; Nanyun Peng 001; Kai-Wei Chang (NAACL (Findings), 2025)

From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. - Nan Xu; Fei Wang 060; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (NAACL (Long Papers), 2025)

Offset Unlearning for Large Language Models. - James Y. Huang; Wenxuan Zhou; Fei Wang 060; Fred Morstatter; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (Trans. Mach. Learn. Res., 2025)

Unraveling Indirect In-Context Learning Using Influence Functions. - Hadi Askari; Shivanshu Gupta; Terry Tong; Fei Wang 060; Anshuman Chhabra; Muhao Chen 001 (CoRR, 2025)

R2D2: Remembering, Reflecting and Dynamic Decision Making for Web Agents. - Tenghao Huang; Kinjal Basu 002; Ibrahim Abdelaziz; Pavan Kapanipathi; Jonathan May; Muhao Chen 001 (CoRR, 2025)

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap. - Qin Liu 010; Fei Wang 060; Chaowei Xiao; Muhao Chen 001 (CoRR, 2025)

MapQA: Open-domain Geospatial Question Answering on Map Data. - Zekun Li 007; Malcolm Grossman; Ehsan Qasemi; Mihir Kulkarni; Muhao Chen 001; Yao-Yi Chiang (CoRR, 2025)

Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization. - Shuyang Hao; Yiwei Wang 001; Bryan Hooi; Jun Liu 036; Muhao Chen 001; Zi Huang; Yujun Cai (CoRR, 2025)

Semantic-Clipping: Efficient Vision-Language Modeling with Semantic-Guidedd Visual Selection. - Bangzheng Li; Fei Wang 060; Wenxuan Zhou; Nan Xu; Ben Zhou; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (CoRR, 2025)

MetaScale: Test-Time Scaling with Evolving Meta-Thoughts. - Qin Liu 010; Wenxuan Zhou; Nan Xu; James Y. Huang; Fei Wang 060; Sheng Zhang 012; Hoifung Poon; Muhao Chen 001 (CoRR, 2025)

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks. - Yixin Cao 002; Shibo Hong; Xinze Li; Jiahao Ying; Yubo Ma; Haiyuan Liang; Yantao Liu; Zijun Yao 002; Xiaozhi Wang; Dan Huang; Wenxuan Zhang 001; Lifu Huang; et al. (CoRR, 2025)

Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models. - Rui Cai 006; Bangzheng Li; Xiaofei Wen; Muhao Chen 001; Zhe Zhao (CoRR, 2025)

MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery. - Jianpeng Chen; Wangzhi Zhan; Haohui Wang; Zian Jia; Jingru Gan; Junkai Zhang; Jingyuan Qi; Tingwei Chen; Lifu Huang; Muhao Chen 001; Ling Li; Wei Wang 010; et al. (CoRR, 2025)

QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without Retraining. - Kyle R. Chickering; Bangzheng Li; Muhao Chen 001 (CoRR, 2025)

Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation. - Hongxiang Zhang; Hao Chen; Muhao Chen 001; Tianyi Zhang 001 (CoRR, 2025)

LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions. - Hadi Askari; Shivanshu Gupta; Fei Wang 060; Anshuman Chhabra; Muhao Chen 001 (CoRR, 2025)

Is Extending Modality The Right Path Towards Omni-Modality? - Tinghui Zhu; Kai Zhang 033; Muhao Chen 001; Yu Su 001 (CoRR, 2025)

DiscoSum: Discourse-aware News Summarization. - Alexander Spangher; Tenghao Huang; Jialiang Gu; Jiatong Shi; Muhao Chen 001 (CoRR, 2025)

QA-LIGN: Aligning LLMs through Constitutionally Decomposed QA. - Jacob Dineen; Aswin RRV; Qin Liu 010; Zhikun Xu; Xiao Ye; Ming Shen; Zhaonan Li; Shijie Lu; Chitta Baral; Muhao Chen 001; Ben Zhou (CoRR, 2025)

Code Execution as Grounded Supervision for LLM Reasoning. - Dongwon Jung; Wenxuan Zhou; Muhao Chen 001 (CoRR, 2025)

Agentic Web: Weaving the Next Web with AI Agents. - Yingxuan Yang; Mulei Ma; Yuxuan Huang; Huacan Chai; Chenyu Gong; Haoran Geng; Yuanjian Zhou; Ying Wen 001; Meng Fang; Muhao Chen 001; Shangding Gu; Ming Jin 002; et al. (CoRR, 2025)

Teaching Language Models To Gather Information Proactively. - Tenghao Huang; Sihao Chen; Muhao Chen 001; Jonathan May; Longqi Yang; Mengting Wan; Pei Zhou (CoRR, 2025)

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs. - Wenjie Jacky Mo; Qin Liu 010; Xiaofei Wen; Dongwon Jung; Hadi Askari; Wenxuan Zhou; Zhe Zhao; Muhao Chen 001 (CoRR, 2025)