Wenhao Yu

75 papers · 2017–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (11) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🏠 Conference Loyalist (22) 🤝 Dynamic Duo (24) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (49) 🔬 Deep Specialist (12) 🧬 Topic Evolution 🗃️ Keyword Collector (288) ❓ The Questioner (2) 💎 Century Club (73) ⚡ Prolific Year (13) 🔥 Unstoppable (7)

Conferences

EMNLP (22) ACL (11) CORL (9) ICLR (9) NAACL (6) ICML (4) RSS (4) AAAI (3) NIPS (3) EACL (2) L4DC (2)

Top co-authors

Meng Jiang (24) Tingnan Zhang (15) Dong Yu (15) Chenguang Zhu (14) Hongming Zhang (13) Jie Tan (13) Zhihan Zhang (12) Kaixin Ma (12) Yichong Xu (8) Shuohang Wang (8)

Keywords

question answering (10) language model (9) transfer learning (7) text generation (7) large language model (7) reinforcement learning (6) open-domain question answering (6) graph neural network (4) retrieval-augmented generation (4) safe reinforcement learning (4) knowledge graph (4) quadrupedal robot (4) self-supervised learning (4) semantic representation (3) knowledge retrieval (3) web agent (3) diffusion model (3) constraint satisfaction (3) sim-to-real transfer (2) graph structure (2)

Papers

ReCode: Updating Code API Knowledge with Reinforcement Learning AAAI 2026

WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms EACL 2026

Vision Language Models are In-Context Value Learners ICLR 2025

Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling EMNLP 2025

Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025

WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025

LocoTouch: Learning Dynamic Quadrupedal Transport with Tactile Sensing CORL 2025

PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation AAAI 2025

GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation AAAI 2025

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions ICLR 2025

LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025

STDArm: Transfer Visuomotor Policy From Static Data Training to Dynamic Robot Manipulation RSS 2025

Human2LocoMan: Learning Versatile Quadrupedal Manipulation with Human Pretraining RSS 2025

DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025

Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots NAACL 2025

OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization ACL 2025

DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? ICLR 2025

RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph ICLR 2025

Gradient shaping for multi-constraint safe reinforcement learning L4DC 2024

Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs CORL 2024

RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches ICLR 2024

OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning NIPS 2024

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models ACL 2024

PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning ACL 2024

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024

Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP 2024

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs ICML 2024

Gameplay Filters: Robust Zero-Shot Safety through Adversarial Imagination CORL 2024

Learning to Learn Faster from Human Feedback with Language Model Predictive Control RSS 2024

Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024

Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning NIPS 2023

GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation NIPS 2023

Language to Rewards for Robotic Skill Synthesis CORL 2023

Transforming a Quadruped into a Guide Robot for the Visually Impaired: Formalizing Wayfinding, Interaction Modeling, and Safety Mechanism CORL 2023

CAJun: Continuous Adaptive Jumping using a Learned Centroidal Controller CORL 2023

SayTap: Language to Quadrupedal Locomotion CORL 2023

APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023

A Survey of Deep Learning for Mathematical Reasoning ACL 2023

Large Language Models are Built-in Autoregressive Search Engines ACL 2023

A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods EACL 2023

IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions EMNLP 2023

Pre-training Language Models for Comparative Reasoning EMNLP 2023

Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation EMNLP 2023

Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023

Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization ICLR 2023

Generate rather than Retrieve: Large Language Models are Strong Context Generators ICLR 2023

Constrained Decision Transformer for Offline Safe Reinforcement Learning ICML 2023

Continuous Versatile Jumping Using Learned Action Residuals L4DC 2023

Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022

Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022

Knowledge-Augmented Methods for Natural Language Processing ACL 2022

A Unified Encoder-Decoder Framework with Entity Memory EMNLP 2022

Retrieval Augmentation for Commonsense Reasoning: A Unified Approach EMNLP 2022

KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering ACL 2022

Retrieval-augmented Generation across Heterogeneous Knowledge NAACL 2022

Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts NAACL 2022

Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering EMNLP 2022

Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts ACL 2022

Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022

Learning from Counterfactual Links for Link Prediction ICML 2022

Learning Semantics-Aware Locomotion Skills from Human Demonstration CORL 2022

Validating Label Consistency in NER Data Annotation EMNLP 2021

Knowledge-Enriched Natural Language Generation EMNLP 2021

Sentence-Permuted Paragraph Generation EMNLP 2021

Injecting Entity Types into Entity-Guided Text Generation EMNLP 2021

Visual-Locomotion: Learning to Walk on Complex Terrains with Vision CORL 2021

Technical Question Answering across Tasks and Domains NAACL 2021

A Technical Question Answering System with Transfer Learning EMNLP 2020

Crossing Variational Autoencoders for Answer Retrieval ACL 2020

Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020

Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method EMNLP 2019

Learning Novel Policies For Tasks ICML 2019

Policy Transfer with Strategy Optimization ICLR 2019

Preparing for the Unknown: Learning a Universal Policy with Online System Identification RSS 2017