Wenxuan Zhou

68 papers A* 9A 1B 1Journal 38Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
DebugLM: Learning Traceable Training Data Provenance for LLMs.
CoRR
Wenjie Jacky Mo, Qin Liu, Xiaofei Wen, Wenxuan Zhou, Zhe Zhao, Muhao Chen
2025 A* conf
Code Execution as Grounded Supervision for LLM Reasoning.
EMNLP
Dongwon Jung, Wenxuan Zhou, Muhao Chen
2025 J jnl
Code Execution as Grounded Supervision for LLM Reasoning.
CoRR
Dongwon Jung, Wenxuan Zhou, Muhao Chen
2025 J jnl
MetaScale: Test-Time Scaling with Evolving Meta-Thoughts.
CoRR
Qin Liu, Wenxuan Zhou, Nan Xu, James Y. Huang, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen
2025 A* conf
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding.
ICLR
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
2025 J jnl
Offset Unlearning for Large Language Models.
Trans. Mach. Learn. Res.
James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen
2025 J jnl
OmniStruct: Universal Text-to-Structure Generation across Diverse Schemas.
CoRR
James Y. Huang, Wenxuan Zhou, Nan Xu, Fei Wang, Qin Liu, Sheng Zhang, Hoifung Poon, Muhao Chen
2025 J jnl
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs.
CoRR
Wenjie Jacky Mo, Qin Liu, Xiaofei Wen, Dongwon Jung, Hadi Askari, Wenxuan Zhou, Zhe Zhao, Muhao Chen
2025 J jnl
Semantic-Clipping: Efficient Vision-Language Modeling with Semantic-Guidedd Visual Selection.
CoRR
Bangzheng Li, Fei Wang, Wenxuan Zhou, Nan Xu, Ben Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen
2025 — conf
ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails.
ACL (Findings)
Xiaofei Wen, Wenxuan Zhou, Wenjie Jacky Mo, Muhao Chen
2025 J jnl
ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails.
CoRR
Xiaofei Wen, Wenxuan Zhou, Wenjie Jacky Mo, Muhao Chen
2024 — conf
Contrastive Instruction Tuning.
ACL (Findings)
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
2024 J jnl
Contrastive Instruction Tuning.
CoRR
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
2024 — conf
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning.
NAACL-HLT (Findings)
Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen
2024 J jnl
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding.
CoRR
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 Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen
2024 J jnl
Offset Unlearning for Large Language Models.
CoRR
James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen
2024 — conf
On-the-fly Denoising for Data Augmentation in Natural Language Understanding.
EACL (Findings)
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
2024 A* conf
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition.
ICLR
Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon
2024 A* conf
mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
EMNLP
Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen
2024 J jnl
mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
CoRR
Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen
2023 — conf
A Causal View of Entity Bias in (Large) Language Models.
EMNLP (Findings)
Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen
2023 J jnl
A Causal View of Entity Bias in (Large) Language Models.
CoRR
Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen
2023 — conf
Context-faithful Prompting for Large Language Models.
EMNLP (Findings)
Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen
2023 J jnl
Context-faithful Prompting for Large Language Models.
CoRR
Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen
2023 — conf
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction.
ACL (1)
Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon
2023 A* conf
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding.
EMNLP
Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen
2023 J jnl
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding.
CoRR
Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen
2023 J jnl
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning.
CoRR
Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen
2023 B conf
How Fragile is Relation Extraction under Entity Replacements?
CoNLL
Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen
2023 J jnl
How Fragile is Relation Extraction under Entity Replacements?
CoRR
Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen
2023 — conf
Multi-hop Evidence Retrieval for Cross-document Relation Extraction.
ACL (Findings)
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
2023 A conf
Parameter-Efficient Tuning with Special Token Adaptation.
EACL
Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen
2023 — conf
Robust Natural Language Understanding with Residual Attention Debiasing.
ACL (Findings)
Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen
2023 J jnl
Robust Natural Language Understanding with Residual Attention Debiasing.
CoRR
Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen
2023 J jnl
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition.
CoRR
Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon
2022 — conf
An Improved Baseline for Sentence-level Relation Extraction.
AACL/IJCNLP (2)
Wenxuan Zhou, Muhao Chen
2022 — conf
Answer Consolidation: Formulation and Benchmarking.
NAACL-HLT
Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen
2022 J jnl
Answer Consolidation: Formulation and Benchmarking.
CoRR
Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen
2022 J jnl
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction.
CoRR
Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon
2022 J jnl
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction.
CoRR
Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi
2022 — conf
GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction.
NAACL-HLT (Findings)
Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi
2022 J jnl
Multi-hop Evidence Retrieval for Cross-document Relation Extraction.
CoRR
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
2022 J jnl
On-the-fly Denoising for Data Augmentation in Natural Language Understanding.
CoRR
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen
2022 J jnl
Parameter-Efficient Tuning with Special Token Adaptation.
CoRR
Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen
2022 — conf
Prix-LM: Pretraining for Multilingual Knowledge Base Construction.
ACL (1)
Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
2022 — conf
Sharpness-Aware Minimization with Dynamic Reweighting.
EMNLP (Findings)
Wenxuan Zhou, Fangyu Liu, Huan Zhang, Muhao Chen
2022 — conf
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis.
NAACL-HLT
Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi
2022 J jnl
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis.
CoRR
Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi
2022 — conf
Summarization as Indirect Supervision for Relation Extraction.
EMNLP (Findings)
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
2022 J jnl
Summarization as Indirect Supervision for Relation Extraction.
CoRR
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
2021 J jnl
An Improved Baseline for Sentence-level Relation Extraction.
CoRR
Wenxuan Zhou, Muhao Chen
2021 — conf
Contrastive Out-of-Distribution Detection for Pretrained Transformers.
EMNLP (1)
Wenxuan Zhou, Fangyu Liu, Muhao Chen
2021 J jnl
Contrastive Out-of-Distribution Detection for Pretrained Transformers.
CoRR
Wenxuan Zhou, Muhao Chen
2021 A* conf
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling.
AAAI
Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang
2021 A* conf
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization.
AAAI
Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren
2021 — conf
Learning from Noisy Labels for Entity-Centric Information Extraction.
EMNLP (1)
Wenxuan Zhou, Muhao Chen
2021 J jnl
Learning from Noisy Labels for Entity-Centric Information Extraction.
CoRR
Wenxuan Zhou, Muhao Chen
2021 J jnl
Prix-LM: Pretraining for Multilingual Knowledge Base Construction.
CoRR
Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
2021 J jnl
δ-SAM: Sharpness-Aware Minimization with Dynamic Reweighting.
CoRR
Wenxuan Zhou, Muhao Chen
2020 J jnl
A Variational Approach to Unsupervised Sentiment Analysis.
CoRR
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Zizheng Lin, Yangqiu Song, Michael David Kuo, Wan Hang Keith Chiu
2020 J jnl
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling.
CoRR
Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang
2020 J jnl
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization.
CoRR
Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren
2020 A* conf
Learning from Explanations with Neural Execution Tree.
ICLR
Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren
2020 A* conf
NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction.
WWW
Wenxuan Zhou, Hongtao Lin, Bill Yuchen Lin, Ziqi Wang, Junyi Du, Leonardo Neves, Xiang Ren
2019 — conf
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification.
NAACL-HLT (1)
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song
2019 J jnl
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification.
CoRR
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song
2019 J jnl
Learning to Annotate: Modularizing Data Augmentation for Text Classifiers with Natural Language Explanations.
CoRR
Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren
2019 J jnl
Neural Rule Grounding for Low-Resource Relation Extraction.
CoRR
Wenxuan Zhou, Hongtao Lin, Ziqi Wang, Leonardo Neves, Xiang Ren