Wenhu Chen - researchr alias

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2025

MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World TasksJiacheng Chen, Tianhao Liang, Sherman Siu, Zhengqing Wang, Kai Wang 0068, Yubo Wang, Yuansheng Ni, Ziyan Jiang, Wang Zhu 0001, Bohan Lyu 0001, Dongfu Jiang, Xuan He, Yuan Liu, Hexiang Hu, Xiang Yue, Wenhu Chen. iclr 2025: [doi]

TC-Bench: Benchmarking Temporal Compositionality in Conditional Video GenerationWeixi Feng, Jiachen Li, Michael Saxon, Tsu-Jui Fu, Wenhu Chen, William Yang Wang. acl 2025: 4638-4662 [doi]

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at ScaleJiawei Guo, Tianyu Zheng, Yizhi Li, Yuelin Bai, Bo Li, Yubo Wang, King Zhu, Graham Neubig, Wenhu Chen, Xiang Yue. acl 2025: 13869-13920 [doi]

VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding TasksZiyan Jiang, Rui Meng, Xinyi Yang, Semih Yavuz, Yingbo Zhou, Wenhu Chen. iclr 2025: [doi]

TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem UnderstandingMax Ku, Cheuk Hei Chong, Jonathan Leung, Krish Shah, Alvin Yu, Wenhu Chen. acl 2025: 6663-6684 [doi]

T2V-Turbo-v2: Enhancing Video Model Post-Training through Data, Reward, and Conditional Guidance DesignJiachen Li, Qian Long, Jian Zheng, Xiaofeng Gao 0002, Robinson Piramuthu, Wenhu Chen, William Yang Wang. iclr 2025: [doi]

Long-context LLMs Struggle with Long In-context LearningTianle Li, Ge Zhang 0009, Quy Duc Do, Xiang Yue, Wenhu Chen. tmlr, 2025, 2025. [doi]

Harnessing Webpage UIs for Text-Rich Visual UnderstandingJunpeng Liu, Tianyue Ou, Yifan Song, Yuxiao Qu, Wai Lam, Chenyan Xiong, Wenhu Chen, Graham Neubig, Xiang Yue. iclr 2025: [doi]

VISA: Retrieval Augmented Generation with Visual Source AttributionXueguang Ma, Shengyao Zhuang, Bevan Koopman, Guido Zuccon, Wenhu Chen, Jimmy Lin. acl 2025: 30154-30169 [doi]

VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal AugmentationWeiming Ren, Huan Yang, Jie Min, Cong Wei 0001, Wenhu Chen. cvpr 2025: 3804-3814 [doi]

UniRAG: Universal Retrieval Augmentation for Large Vision Language ModelsSahel Sharifymoghaddam, Shivani Upadhyay, Wenhu Chen, Jimmy Lin. naacl 2025: 2026-2039 [doi]

OmniEdit: Building Image Editing Generalist Models Through Specialist SupervisionCong Wei, Zheyang Xiong, Weiming Ren, Xeron Du, Ge Zhang, Wenhu Chen. iclr 2025: [doi]

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding BenchmarkXiang Yue, Tianyu Zheng, Yuansheng Ni, Yubo Wang, Kai Zhang 0033, Shengbang Tong, Yuxuan Sun 0002, Botao Yu, Ge Zhang 0009, Huan Sun 0001, Yu Su 0001, Wenhu Chen, Graham Neubig. acl 2025: 15134-15186 [doi]

ACECODER: Acing Coder RL via Automated Test-Case SynthesisHuaye Zeng, Dongfu Jiang, Haozhe Wang 0002, Ping Nie, Xiaotong Chen, Wenhu Chen. acl 2025: 12023-12040 [doi]

2024

Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths AggregationXinyi Wang 0003, Alfonso Amayuelas, Kexun Zhang, Liangming Pan, Wenhu Chen, William Yang Wang. icml 2024: [doi]

MagicLens: Self-Supervised Image Retrieval with Open-Ended InstructionsKai Zhang 0033, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su 0001, Ming-Wei Chang. icml 2024: [doi]

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language ModelsAlfonso Amayuelas, Kyle Wong, Liangming Pan, Wenhu Chen, William Yang Wang. acl 2014: 6416-6432 [doi]

MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query ResponseZihao Deng, Yinghao Ma, Yudong Liu, Rongchen Guo, Ge Zhang, Wenhu Chen, Wenhao Huang, Emmanouil Benetos. naacl 2024: 3643-3655 [doi]

Instruct-Imagen: Image Generation with Multi-modal InstructionHexiang Hu, Kelvin C. K. Chan, Yu-Chuan Su, Wenhu Chen, Yandong Li, Kihyuk Sohn, Yang Zhao, Xue Ben, Boqing Gong, William W. Cohen, Ming-Wei Chang, Xuhui Jia. cvpr 2024: 4754-4763 [doi]

TIGERScore: Towards Building Explainable Metric for All Text Generation TasksDongfu Jiang, Yishan Li, Ge Zhang, Wenhao Huang, Bill Yuchen Lin, Wenhu Chen. tmlr, 2024, 2024. [doi]

Mantis: Interleaved Multi-Image Instruction TuningDongfu Jiang, Xuan He, Huaye Zeng, Cong Wei, Max Ku, Qian Liu, Wenhu Chen. tmlr, 2024, 2024. [doi]

GenAI Arena: An Open Evaluation Platform for Generative ModelsDongfu Jiang, Max Ku, Tianle Li, Yuansheng Ni, Shizhuo Sun, Rongqi Fan, Wenhu Chen. nips 2024: [doi]

VIEScore: Towards Explainable Metrics for Conditional Image Synthesis EvaluationMax Ku, Dongfu Jiang, Cong Wei, Xiang Yue, Wenhu Chen. acl 2024: 12268-12290 [doi]

AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing TasksMax Ku, Cong Wei, Weiming Ren, Huan Yang, Wenhu Chen. tmlr, 2024, 2024. [doi]

ImagenHub: Standardizing the evaluation of conditional image generation modelsMax Ku, Tianle Li, Kai Zhang, Yujie Lu, Xingyu Fu, Wenwen Zhuang, Wenhu Chen. iclr 2024: [doi]

T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward FeedbackJiachen Li, Weixi Feng, Tsu-Jui Fu, Xinyi Wang 0003, Sugato Basu, Wenhu Chen, William Yang Wang. nips 2024: [doi]

Reward Guided Latent Consistency DistillationJiachen Li, Weixi Feng, Wenhu Chen, William Yang Wang. tmlr, 2024, 2024. [doi]

E2-LLM: Efficient and Extreme Length Extension of Large Language ModelsJiaheng Liu, ZhiqiBai ZhiqiBai, Yuanxing Zhang, Chenchen Zhang, YuangZh YuangZh, Ge Zhang, JiakaiWang JiakaiWang, Haoran Que, Yukang Chen, Wenbo Su, Tiezheng Ge, Jie Fu, Wenhu Chen, Bo Zheng 0007. acl 2014: 4243-4253 [doi]

WildVision: Evaluating Vision-Language Models in the Wild with Human PreferencesYujie Lu, Dongfu Jiang, Wenhu Chen, William Yang Wang, Yejin Choi 0001, Bill Yuchen Lin. nips 2024: [doi]

Unifying Multimodal Retrieval via Document Screenshot EmbeddingXueguang Ma, Sheng-Chieh Lin, Minghan Li 0002, Wenhu Chen, Jimmy Lin. emnlp 2024: 6492-6505 [doi]

Synthesizing Coherent Story with Auto-Regressive Latent Diffusion ModelsXichen Pan, Pengda Qin, Yuhong Li, Hui Xue 0001, Wenhu Chen. wacv 2024: 2908-2918 [doi]

Kosmos-G: Generating Images in Context with Multimodal Large Language ModelsXichen Pan, Li Dong 0004, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei. iclr 2024: [doi]

ConsistI2V: Enhancing Visual Consistency for Image-to-Video GenerationWeiming Ren, Huan Yang, Ge Zhang, Cong Wei, Xinrun Du, Wenhao Huang, Wenhu Chen. tmlr, 2024, 2024. [doi]

Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question AnsweringYubo Wang, Xueguang Ma, Wenhu Chen. emnlp 2024: 1754-1770 [doi]

UniIR: Training and Benchmarking Universal Multimodal Information RetrieversCong Wei, Yang Chen, Haonan Chen, Hexiang Hu, Ge Zhang, Jie Fu 0001, Alan Ritter, Wenhu Chen. eccv 2025: 387-404 [doi]

SciMMIR: Benchmarking Scientific Multi-modal Information RetrievalSiwei Wu, Yizhi Li, Kang Zhu, Ge Zhang, Yiming Liang, Kaijing Ma, Chenghao Xiao, Haoran Zhang, Bohao Yang, Wenhu Chen, Wenhao Huang, Noura Al Moubayed, Jie Fu, Chenghua Lin. acl 2014: 12560-12574 [doi]

MAmmoTH2: Scaling Instructions from the WebXiang Yue, Tianyu Zheng, Ge Zhang, Wenhu Chen. nips 2024: [doi]

MAmmoTH: Building Math Generalist Models through Hybrid Instruction TuningXiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun 0001, Yu Su 0001, Wenhu Chen. iclr 2024: [doi]

OpenCodeInterpreter: Integrating Code Generation with Execution and RefinementTianyu Zheng, Ge Zhang, Tianhao Shen, Xueling Liu, Bill Yuchen Lin, Jie Fu, Wenhu Chen, Xiang Yue. acl 2014: 12834-12859 [doi]

2023

DePlot: One-shot visual language reasoning by plot-to-table translationFangyu Liu 0001, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun. acl 2023: 10381-10399 [doi]

Subject-driven Text-to-Image Generation via Apprenticeship LearningWenhu Chen, Hexiang Hu, Yandong Li, Nataniel Ruiz, Xuhui Jia, Ming-Wei Chang, William W. Cohen. nips 2023: [doi]

Re-Imagen: Retrieval-Augmented Text-to-Image GeneratorWenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen. iclr 2023: [doi]

Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question AnsweringWenhu Chen, Pat Verga, Michiel de Jong, John Wieting, William W. Cohen. eacl 2023: 1589-1602 [doi]

Large Language Models are few(1)-shot Table ReasonersWenhu Chen. eacl 2023: 1090-1100 [doi]

Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning TasksWenhu Chen, Xueguang Ma, Xinyi Wang 0003, William W. Cohen. tmlr, 2023, 2023. [doi]

TheoremQA: A Theorem-driven Question Answering DatasetWenhu Chen, Ming Yin, Max Ku, Pan Lu, Yixin Wan, Xueguang Ma, Jianyu Xu, Xinyi Wang, Tony Xia. emnlp 2023: 7889-7901 [doi]

QA Is the New KR: Question-Answer Pairs as Knowledge BasesWilliam W. Cohen, Wenhu Chen, Michiel de Jong, Nitish Gupta, Alessandro Presta, Pat Verga, John Wieting. AAAI 2023: 15385-15392 [doi]

Few-shot In-context Learning on Knowledge Base Question AnsweringTianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen. acl 2023: 6966-6980 [doi]

DreamEdit: Subject-driven Image EditingTianle Li, Max Ku, Cong Wei, Wenhu Chen. tmlr, 2023, 2023. [doi]

EDIS: Entity-Driven Image Search over Multimodal Web ContentSiqi Liu, Weixi Feng, Tsu-Jui Fu, Wenhu Chen, William Wang. emnlp 2023: 4877-4894 [doi]

Attacking Open-domain Question Answering by Injecting MisinformationLiangming Pan, Wenhu Chen, Min-Yen Kan, William Yang Wang. ijcnlp 2023: 525-539 [doi]

On the Risk of Misinformation Pollution with Large Language ModelsYikang Pan, Liangming Pan, Wenhu Chen, Preslav Nakov, Min-Yen Kan, William Wang. emnlp 2023: 1389-1403 [doi]

Knowledge Discovery from Unstructured Data in Financial Services (KDF) WorkshopSameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta. sigir 2023: 3464-3467 [doi]

MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingKai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su. nips 2023: [doi]

LyricWhiz: Robust Multilingual Zero-Shot Lyrics Transcription by Whispering to ChatGPTLe Zhuo, Ruibin Yuan, Jiahao Pan, Yinghao Ma, Yizhi Li, Ge Zhang, Si Liu, Roger B. Dannenberg, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenhu Chen, Wei Xue, Yike Guo. ismir 2023: 343-351 [doi]

2022

2021

Open Question Answering over Tables and TextWenhu Chen, Ming-Wei Chang, Eva Schlinger, William Yang Wang, William W. Cohen. iclr 2021: [doi]

Accessing Diverse Web Knowledge with Natural Language InterfaceWenhu Chen. PhD thesis, University of California, Santa Barbara, USA, 2021. [doi]

Meta Module Network for Compositional Visual ReasoningWenhu Chen, Zhe Gan, Linjie Li, Yu Cheng, William Yang Wang, Jingjing Liu 0001. wacv 2021: 655-664 [doi]

FinQA: A Dataset of Numerical Reasoning over Financial DataZhiYu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Huang, Bryan R. Routledge, William Yang Wang. emnlp 2021: 3697-3711 [doi]

A Dataset for Answering Time-Sensitive QuestionsWenhu Chen, Xinyi Wang, William Yang Wang, William Yang Wang. nips 2021: [doi]

Task-adaptive Pre-training and Self-training are Complementary for Natural Language UnderstandingShiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan. emnlp 2021: 1006-1015 [doi]

A Systematic Investigation of KB-Text Embedding Alignment at ScaleVardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen, Yu Su. acl 2021: 1764-1774 [doi]

Zero-shot Fact Verification by Claim GenerationLiangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang. acl 2021: 476-483 [doi]

Unsupervised Multi-hop Question Answering by Question GenerationLiangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang. naacl 2021: 5866-5880 [doi]

Local Explanation of Dialogue Response GenerationYi-Lin Tuan, Connor Pryor, Wenhu Chen, Lise Getoor, William Yang Wang. nips 2021: 404-416 [doi]

Counterfactual Maximum Likelihood Estimation for Training Deep NetworksXinyi Wang, Wenhu Chen, Michael Saxon, William Yang Wang. nips 2021: 25072-25085 [doi]

2020

KGPT: Knowledge-Grounded Pre-Training for Data-to-Text GenerationWenhu Chen, Yu Su 0001, Xifeng Yan, William Yang Wang. emnlp 2020: 8635-8648 [doi]

TabFact: A Large-scale Dataset for Table-based Fact VerificationWenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou, William Yang Wang. iclr 2020: [doi]

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataWenhu Chen, Hanwen Zha, ZhiYu Chen, Wenhan Xiong, Hong Wang, William Yang Wang. emnlp 2020: 1026-1036 [doi]

Logic2Text: High-Fidelity Natural Language Generation from Logical FormsZhiYu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang. emnlp 2020: 2096-2111 [doi]

Logical Natural Language Generation from Open-Domain TablesWenhu Chen, Jianshu Chen, Yu Su 0001, ZhiYu Chen, William Yang Wang. acl 2020: 7929-7942 [doi]

Few-Shot NLG with Pre-Trained Language ModelZhiYu Chen, Harini Eavani, Wenhu Chen, Yinyin Liu, William Yang Wang. acl 2020: 183-190 [doi]

Violin: A Large-Scale Dataset for Video-and-Language InferenceJingzhou Liu, Wenhu Chen, Yu Cheng, Zhe Gan, Licheng Yu, Yiming Yang, Jingjing Liu. cvpr 2020: 10897-10907 [doi]

Generative Adversarial Zero-Shot Relational Learning for Knowledge GraphsPengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu, William Yang Wang. AAAI 2020: 8673-8680 [doi]

2019

Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-AttentionWenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan, William Yang Wang. acl 2019: 3696-3709 [doi]

Global Textual Relation Embedding for Relational UnderstandingZhiYu Chen, Hanwen Zha, Honglei Liu 0001, Wenhu Chen, Xifeng Yan, Yu Su 0001. acl 2019: 1324-1330 [doi]

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary SelectionWenhu Chen, Yu Su 0001, Yilin Shen, ZhiYu Chen, Xifeng Yan, William Yang Wang. naacl 2019: 3487-3497 [doi]

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series ForecastingShiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang, Xifeng Yan. nips 2019: 5244-5254 [doi]

Interpreting and Improving Deep Neural SLU Models via Vocabulary ImportanceYilin Shen, Wenhu Chen, Hongxia Jin. interspeech 2019: 1328-1332 [doi]

Mining Algorithm Roadmap in Scientific PublicationsHanwen Zha, Wenhu Chen, Keqian Li, Xifeng Yan. kdd 2019: 1083-1092 [doi]

2018

Triangular Architecture for Rare Language TranslationMing Zhou 0001, Shujie Liu 0001, Mu Li, Shuo Ren, Wenhu Chen, Shuai Ma. acl 2018: 56-65 [doi]

Variational Knowledge Graph ReasoningWenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang. naacl 2018: 1823-1832 [doi]

Generative Bridging Network for Neural Sequence PredictionWenhu Chen, Guanlin Li, Shuo Ren, Shujie Liu 0001, Zhirui Zhang, Mu Li, Ming Zhou 0001. naacl 2018: 1706-1715 [doi]

XL-NBT: A Cross-lingual Neural Belief Tracking FrameworkWenhu Chen, Jianshu Chen, Yu Su 0001, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang. emnlp 2018: 414-424 [doi]

Video Captioning via Hierarchical Reinforcement LearningXin Wang, Wenhu Chen, Jiawei Wu, Yuan-Fang Wang, William Yang Wang. cvpr 2018: 4213-4222 [doi]

No Metrics Are Perfect: Adversarial Reward Learning for Visual StorytellingWilliam Yang Wang, Xin Wang, Wenhu Chen, Yuan-Fang Wang. acl 2018: 899-909 [doi]

2016

Guided Alignment Training for Topic-Aware Neural Machine TranslationWenhu Chen, Evgeny Matusov, Shahram Khadivi, Jan-Thorsten Peter. amta 2016: 121-134 [doi]

2013

Facial Emotion Recognition Using PHOG and a Hierarchical Expression ModelZhao Zhong, Gang Shen, Wenhu Chen. incos 2013: 741-746 [doi]

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