Wenxuan Zhou

50 papers · 2013–2025 · 13 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (12) 🐝 Cross-Pollinator (7) 🗺️ Taxonomy Completionist (77) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (13) 🤝 Dynamic Duo (27) 🏆 Keyword Champion (2) 👥 Mega-Team (21) 🔬 Deep Specialist (12) 🧬 Topic Evolution 🗃️ Keyword Collector (185) ❓ The Questioner (4) ⚡ Prolific Year (5) 🔥 Unstoppable (8) 💎 Century Club (50)

Conferences

EMNLP (12) ACL (11) CORL (5) ICLR (5) NAACL (5) NSDI (3) AAAI (2) EACL (2) AACL (1) CONLL (1) ICML (1) IJCNLP (1) RSS (1)

Top co-authors

Muhao Chen (27) Fei Wang (7) David Held (6) James Y. Huang (5) Hoifung Poon (5) Sheng Zhang (5) Yiwei Wang (5) Fangyu Liu (4) Bryan Hooi (4) Yuxuan Liang (4)

Research topics

Keywords

large language model (10) relation extraction (10) preference optimization (4) contrastive learning (4) language model (4) named entity recognition (3) reinforcement learning from human feedback (3) knowledge conflict (3) pre-trained language model (3) transfer learning (3) self-supervised learning (3) pretrained language model (3) information extraction (3) direct preference optimization (3) model alignment (2) label noise (2) text classification (2) representation learning (2) instruction following (2) natural language understanding (2)

Papers

Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation ACL 2025

Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization ICML 2025

Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy ICLR 2025

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ICLR 2025

Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025

Improving Model Factuality with Fine-grained Critique-based Evaluator ACL 2025

T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025

FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ACL 2025

ThinkGuard: Deliberative Slow Thinking Leads to Cautious Guardrails ACL 2025

Contrastive Instruction Tuning ACL 2024

Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets EMNLP 2024

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning NAACL 2024

On-the-fly Denoising for Data Augmentation in Natural Language Understanding EACL 2024

WPO: Enhancing RLHF with Weighted Preference Optimization EMNLP 2024

mDPO: Conditional Preference Optimization for Multimodal Large Language Models EMNLP 2024

HACMan++: Spatially-Grounded Motion Primitives for Manipulation RSS 2024

Visual Manipulation with Legs CORL 2024

UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition ICLR 2024

How Fragile is Relation Extraction under Entity Replacements? CONLL 2023

HACMan: Learning Hybrid Actor-Critic Maps for 6D Non-Prehensile Manipulation CORL 2023

Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023

Robust Natural Language Understanding with Residual Attention Debiasing ACL 2023

Multi-hop Evidence Retrieval for Cross-document Relation Extraction ACL 2023

Parameter-Efficient Tuning with Special Token Adaptation EACL 2023

GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding EMNLP 2023

Context-faithful Prompting for Large Language Models EMNLP 2023

A Causal View of Entity Bias in (Large) Language Models EMNLP 2023

How Fragile is Relation Extraction under Entity Replacements? EMNLP 2023

Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity CORL 2022

Summarization as Indirect Supervision for Relation Extraction EMNLP 2022

Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL 2022

An Improved Baseline for Sentence-level Relation Extraction AACL 2022

An Improved Baseline for Sentence-level Relation Extraction IJCNLP 2022

Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL 2022

Answer Consolidation: Formulation and Benchmarking NAACL 2022

GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction NAACL 2022

Sharpness-Aware Minimization with Dynamic Reweighting EMNLP 2022

Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling AAAI 2021

IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization AAAI 2021

Learning from Noisy Labels for Entity-Centric Information Extraction EMNLP 2021

Contrastive Out-of-Distribution Detection for Pretrained Transformers EMNLP 2021

Learning Off-Policy with Online Planning CORL 2021

PLAS: Latent Action Space for Offline Reinforcement Learning CORL 2020

Learning from Explanations with Neural Execution Tree ICLR 2020

A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification NAACL 2019

Environment Probing Interaction Policies ICLR 2019

Automatically Correcting Networks with NEAt NSDI 2018

Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018

Enforcing Customizable Consistency Properties in Software-Defined Networks NSDI 2015

VeriFlow: Verifying Network-Wide Invariants in Real Time NSDI 2013