Wenhu Chen

89 papers · 2018–2025 · 15 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (15) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (7) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🐝 Cross-Pollinator (14) 🏠 Conference Loyalist (23) 🤝 Dynamic Duo (29) 👑 Triple Crown 🏆 Keyword Champion (2) 🏆 Grand Slam 👥 Mega-Team (32) 🔬 Deep Specialist (21) 🧬 Topic Evolution 📈 Trend Setter ❓ The Questioner 🗃️ Keyword Collector (368) 💎 Century Club (89) ⚡ Prolific Year (11) 🔥 Unstoppable (8)

Conferences

ACL (23) EMNLP (17) ICLR (12) NIPS (11) NAACL (6) CVPR (5) IJCNLP (3) AAAI (2) EACL (2) ICML (2) WACV (2) AACL (1) ECCV (1) ICCV (1) INTERSPEECH (1)

Top co-authors

William Yang Wang (29) Ge Zhang (16) Yu Su (13) Xiang Yue (12) Xifeng Yan (9) Liangming Pan (8) Zhiyu Chen (7) Dongfu Jiang (7) Jie Fu (7) Max Ku (7)

Research topics

Reasoning (1) Education (1)

Keywords

large language model (16) multimodal learning (11) question answering (11) vision-language model (9) few-shot learning (8) benchmark evaluation (6) video generation (5) in-context learning (5) instruction tuning (4) visual reasoning (4) question-answer pair (4) pre-trained language model (4) zero-shot learning (4) video understanding (4) multimodal reasoning (4) text generation (3) reinforcement learning (3) knowledge base (3) data augmentation (3) knowledge distillation (3)

Papers

TC-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation ACL 2025

VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ACL 2025

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025

ACECODER: Acing Coder RL via Automated Test-Case Synthesis ACL 2025

TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding ACL 2025

UniRAG: Universal Retrieval Augmentation for Large Vision Language Models NAACL 2025

MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks ICLR 2025

OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision ICLR 2025

T2V-Turbo-v2: Enhancing Video Model Post-Training through Data, Reward, and Conditional Guidance Design ICLR 2025

VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks ICLR 2025

Harnessing Webpage UIs for Text-Rich Visual Understanding ICLR 2025

Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers ICCV 2025

VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation EMNLP 2025

Unleashing the Reasoning Potential of LLMs by Critique Fine-Tuning on One Problem EMNLP 2025

VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025

VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025

Kosmos-G: Generating Images in Context with Multimodal Large Language Models ICLR 2024

WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences NIPS 2024

T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NIPS 2024

GenAI Arena: An Open Evaluation Platform for Generative Models NIPS 2024

MAmmoTH2: Scaling Instructions from the Web NIPS 2024

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NIPS 2024

VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation ACL 2024

E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024

ChatMusician: Understanding and Generating Music Intrinsically with LLM ACL 2024

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models ACL 2024

SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ACL 2024

OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement ACL 2024

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024

Instruct-Imagen: Image Generation with Multi-modal Instruction CVPR 2024

UniIR: Training and Benchmarking Universal Multimodal Information Retrievers ECCV 2024

VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation EMNLP 2024

Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP 2024

Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering EMNLP 2024

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training ICLR 2024

ImagenHub: Standardizing the evaluation of conditional image generation models ICLR 2024

MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning ICLR 2024

Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation ICML 2024

MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions ICML 2024

MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response NAACL 2024

Synthesizing Coherent Story With Auto-Regressive Latent Diffusion Models WACV 2024

Attacking Open-domain Question Answering by Injecting Misinformation IJCNLP 2023

Attacking Open-domain Question Answering by Injecting Misinformation AACL 2023

Subject-driven Text-to-Image Generation via Apprenticeship Learning NIPS 2023

MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing NIPS 2023

MARBLE: Music Audio Representation Benchmark for Universal Evaluation NIPS 2023

DePlot: One-shot visual language reasoning by plot-to-table translation ACL 2023

Few-shot In-context Learning on Knowledge Base Question Answering ACL 2023

Re-Imagen: Retrieval-Augmented Text-to-Image Generator ICLR 2023

QA Is the New KR: Question-Answer Pairs as Knowledge Bases AAAI 2023

Large Language Models are few(1)-shot Table Reasoners EACL 2023

Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering EACL 2023

EDIS: Entity-Driven Image Search over Multimodal Web Content EMNLP 2023

TheoremQA: A Theorem-driven Question Answering Dataset EMNLP 2023

On the Risk of Misinformation Pollution with Large Language Models EMNLP 2023

Controllable Dialogue Simulation with In-context Learning EMNLP 2022

MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022

HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data ACL 2022

Local Explanation of Dialogue Response Generation NIPS 2021

A Systematic Investigation of KB-Text Embedding Alignment at Scale IJCNLP 2021

Open Question Answering over Tables and Text ICLR 2021

FinQA: A Dataset of Numerical Reasoning over Financial Data EMNLP 2021

Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021

Zero-shot Fact Verification by Claim Generation IJCNLP 2021

Counterfactual Maximum Likelihood Estimation for Training Deep Networks NIPS 2021

A Systematic Investigation of KB-Text Embedding Alignment at Scale ACL 2021

Zero-shot Fact Verification by Claim Generation ACL 2021

Meta Module Network for Compositional Visual Reasoning WACV 2021

Unsupervised Multi-hop Question Answering by Question Generation NAACL 2021

Few-Shot NLG with Pre-Trained Language Model ACL 2020

TabFact: A Large-scale Dataset for Table-based Fact Verification ICLR 2020

Violin: A Large-Scale Dataset for Video-and-Language Inference CVPR 2020

Logic2Text: High-Fidelity Natural Language Generation from Logical Forms EMNLP 2020

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020

Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs AAAI 2020

KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation EMNLP 2020

Logical Natural Language Generation from Open-Domain Tables ACL 2020

Global Textual Relation Embedding for Relational Understanding ACL 2019

Interpreting and Improving Deep Neural SLU Models via Vocabulary Importance INTERSPEECH 2019

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NIPS 2019

Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention ACL 2019

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection NAACL 2019

Generative Bridging Network for Neural Sequence Prediction NAACL 2018

Triangular Architecture for Rare Language Translation ACL 2018

Variational Knowledge Graph Reasoning NAACL 2018

XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018

Video Captioning via Hierarchical Reinforcement Learning CVPR 2018

No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL 2018