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Chenguang Zhu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

102

Venues

26

Active years

2009–2025

Best venue rank

A*

Where they publish

Papers

102 indexed papers, newest first.

YearVenueTitleAuthors
2025CVPRUnleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation.Bolin Lai, Felix Juefei-Xu, Miao Liu, Xiaoliang Dai, Nikhil Mehta, Chenguang Zhu, Zeyi Huang, James M. Rehg, Sangmin Lee, Ning Zhang, Tong Xiao
2025ICLRLaw of the Weakest Link: Cross Capabilities of Large Language Models.Ming Zhong, Aston Zhang, Xuewei Wang, Rui Hou, Wenhan Xiong, Chenguang Zhu, Zhengxing Chen, Liang Tan, Chloe Bi, Mike Lewis, Sravya Popuri, Sharan Narang, Melanie Kambadur, Dhruv Mahajan, Sergey Edunov, Jiawei Han, Laurens van der Maaten
2025NAACLSelf-Generated Critiques Boost Reward Modeling for Language Models.Yue Yu, Zhengxing Chen, Aston Zhang, Liang Tan, Chenguang Zhu, Richard Yuanzhe Pang, Yundi Qian, Xuewei Wang, Suchin Gururangan, Chao Zhang, Melanie Kambadur, Dhruv Mahajan, Rui Hou
2024ACLSmall Models are Valuable Plug-ins for Large Language Models.Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian J. McAuley
2024CVPRCoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation.Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, Mohit Bansal
2024EACLHow Does In-Context Learning Help Prompt Tuning?Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
2024EACLPEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents.Simeng Sun, Yang Liu, Shuohang Wang, Dan Iter, Chenguang Zhu, Mohit Iyyer
2024EMNLPi-Code Studio: A Configurable and Composable Framework for Integrative AI.Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang
2024EMNLPImproving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets.Sathish Reddy Indurthi, Wenxuan Zhou, Shamil Chollampatt, Ravi Agrawal, Kaiqiang Song, Lingxiao Zhao, Chenguang Zhu
2024EMNLPWPO: Enhancing RLHF with Weighted Preference Optimization.Wenxuan Zhou, Ravi Agrawal, Shujian Zhang, Sathish Reddy Indurthi, Sanqiang Zhao, Kaiqiang Song, Silei Xu, Chenguang Zhu
2024ICASSPCPMSVD: Cross-Project Multiclass Software Vulnerability Detection Via Fused Deep Feature and Domain Adaptation.Gewangzi Du, Liwei Chen, Tongshuai Wu, Chenguang Zhu, Gang Shi
2024IJCAIP2P: Transforming from Point Supervision to Explicit Visual Prompt for Object Detection and Segmentation.Guangqian Guo, Dian Shao, Chenguang Zhu, Sha Meng, Xuan Wang, Shan Gao
2024NAACLi-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data.Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Xuemei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
2024VTCAccess Mechanisms in Air-to-Ground Wireless Networks with Phased Array Antennas.Chenguang Zhu, Huan Lin, Lianghui Ding, Feng Yang, Liang Qian
2023AAAIi-Code: An Integrative and Composable Multimodal Learning Framework.Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
2023ACLUniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization.Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
2023ACLAPOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning.Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren
2023ACLZ-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization.Pengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu, Hany Hassan, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang
2023CSCWDCode Property Graph based Vulnerability Type Identification with Fusion Representation.Chenguang Zhu, Tongshuai Wu, Ningning Cui, Xiong Zheng, Liwei Chen, Gang Shi
2023CVPRUnifying Vision, Text, and Layout for Universal Document Processing.Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
2023CVPRImproving Commonsense in Vision-Language Models via Knowledge Graph Riddles.Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao
2023EMNLPIn-Context Demonstration Selection with Cross Entropy Difference.Dan Iter, Reid Pryzant, Ruochen Xu, Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu
2023EMNLPMM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering.Mahmoud Khademi, Ziyi Yang, Felipe Frujeri, Chenguang Zhu
2023EMNLPG-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment.Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu
2023EMNLPThe Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions.Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han
2023EMNLPAutomatic Prompt Optimization with "Gradient Descent" and Beam Search.Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng
2023EMNLPLMGQS: A Large-scale Dataset for Query-focused Summarization.Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Pengcheng He, Chenguang Zhu, Michael Zeng
2023EMNLPInheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT.Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng
2023EMNLPAuto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models.Zhihan Zhang, Shuohang Wang, Wenhao Yu, Yichong Xu, Dan Iter, Qingkai Zeng, Yang Liu, Chenguang Zhu, Meng Jiang
2023ICLRGenerate rather than Retrieve: Large Language Models are Strong Context Generators.Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang
2023ICMLGlobal Selection of Contrastive Batches via Optimization on Sample Permutations.Vin Sachidananda, Ziyi Yang, Chenguang Zhu
2023ICONIPIdentify Vulnerability Types: A Cross-Project Multiclass Vulnerability Classification System Based on Deep Domain Adaptation.Gewangzi Du, Liwei Chen, Tongshuai Wu, Chenguang Zhu, Gang Shi
2023WSDMKnowledge-Augmented Methods for Natural Language Processing.Chenguang Zhu, Yichong Xu, Xiang Ren, Bill Yuchen Lin, Meng Jiang, Wenhao Yu
2022AAAIJAKET: Joint Pre-training of Knowledge Graph and Language Understanding.Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
2022AAAIDialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization.Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
2022ACLSummYusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Hassan Awadallah, Dragomir R. Radev, Rui Zhang
2022ACLDict-BERT: Enhancing Language Model Pre-training with Dictionary.Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang
2022ACLDiversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts.Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang
2022ACLLeveraging Knowledge in Multilingual Commonsense Reasoning.Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng
2022ACLLeveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer.Woojeong Jin, Dong-Ho Lee, Chenguang Zhu, Jay Pujara, Xiang Ren
2022ACLEnd-to-End Segmentation-based News Summarization.Yang Liu, Chenguang Zhu, Michael Zeng
2022ACLDYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization.Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir R. Radev
2022ACLTraining Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data.Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
2022ACLKG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering.Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng
2022ACLKnowledge-Augmented Methods for Natural Language Processing.Chenguang Zhu, Yichong Xu, Xiang Ren, Bill Y. Lin, Meng Jiang, Wenhao Yu
2022CSCWDInductive Vulnerability Detection via Gated Graph Neural Network.Tongshuai Wu, Liwei Chen, Gewangzi Du, Chenguang Zhu, Ningning Cui, Gang Shi
2022CVPRAn Empirical Study of Training End-to-End Vision-and-Language Transformers.Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng
2022CVPRCLIP-Event: Connecting Text and Images with Event Structures.Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
2022EMNLPAdaPrompt: Adaptive Model Training for Prompt-based NLP.Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
2022EMNLPTask Compass: Scaling Multi-task Pre-training with Task Prefix.Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng
2022EMNLPRetrieval Augmentation for Commonsense Reasoning: A Unified Approach.Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang
2022EMNLPEmpowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering.Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
2022EMNLPLeveraging Locality in Abstractive Text Summarization.Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir Radev
2022EMNLPAutomatic Rule Induction for Efficient Semi-Supervised Learning.Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
2022EMNLPParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation.Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng
2022EMNLPNarrate Dialogues for Better Summarization.Ruochen Xu, Chenguang Zhu, Michael Zeng
2022EMNLPA Unified Encoder-Decoder Framework with Entity Memory.Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang
2022EMNLPTowards a Unified Multi-Dimensional Evaluator for Text Generation.Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han
2022EMNLPUnsupervised Multi-Granularity Summarization.Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han
2022IJCAIHuman Parity on CommonsenseQA: Augmenting Self-Attention with External Attention.Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
2022ICSERepairing Order-Dependent Flaky Tests via Test Generation.Chengpeng Li, Chenguang Zhu, Wenxi Wang, August Shi
2022ICSESAPIENTML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions.Ripon K. Saha, Akira Ura, Sonal Mahajan, Chenguang Zhu, Linyi Li, Yang Hu, Hiroaki Yoshida, Sarfraz Khurshid, Mukul R. Prasad
2022ISPABHMVD: Binary Code-based Hybrid Neural Network for Multiclass Vulnerability Detection.Ningning Cui, Liwei Chen, Gewangzi Du, Tongshuai Wu, Chenguang Zhu, Gang Shi
2021ACLRADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems.Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
2021ACLRetrieval Enhanced Model for Commonsense Generation.Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou, Ming Gong, Yichong Xu, Michael Zeng
2021ACLFusing Context Into Knowledge Graph for Commonsense Question Answering.Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
2021EMNLPAn Exploratory Study on Long Dialogue Summarization: What Works and What's Next.Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir R. Radev
2021EMNLPInjecting Entity Types into Entity-Guided Text Generation.Xiangyu Dong, Wenhao Yu, Chenguang Zhu, Meng Jiang
2021EMNLPWant To Reduce Labeling Cost? GPT-3 Can Help.Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng
2021EMNLPSentence-Permuted Paragraph Generation.Wenhao Yu, Chenguang Zhu, Tong Zhao, Zhichun Guo, Meng Jiang
2021ICLRFiltered Inner Product Projection for Crosslingual Embedding Alignment.Vin Sachidananda, Ziyi Yang, Chenguang Zhu
2021InterspeechData Augmentation for Spoken Language Understanding via Pretrained Language Models.Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
2021ISPASelf-Attention based Automated Vulnerability Detection with Effective Data Representation.Tongshuai Wu, Liwei Chen, Gewangzi Du, Chenguang Zhu, Gang Shi
2021NAACLSPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding.Yu-An Chung, Chenguang Zhu, Michael Zeng
2021NAACLEnhancing Factual Consistency of Abstractive Summarization.Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
2021NAACLMediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization.Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng
2021SIGIRLeveraging Lead Bias for Zero-shot Abstractive News Summarization.Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
2020EMNLPFew-shot Natural Language Generation for Task-Oriented Dialog.Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
2020EMNLPTED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising.Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
2020EMNLPA Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining.Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
2020IJCNLPMixed-Lingual Pre-training for Cross-lingual Summarization.Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
2020ICSEPrecfix: large-scale patch recommendation by mining defect-patch pairs.Xindong Zhang, Chenguang Zhu, Yi Li, Jianmei Guo, Lihua Liu, Haobo Gu
2020ICSELarge-scale patch recommendation at Alibaba.Xindong Zhang, Chenguang Zhu, Yi Li, Jianmei Guo, Lihua Liu, Haobo Gu
2020SIGdialBoosting Naturalness of Language in Task-oriented Dialogues via Adversarial Training.Chenguang Zhu
2019ACLEmbedding Imputation with Grounded Language Information.Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve
2019EMNLPParameter-free Sentence Embedding via Orthogonal Basis.Ziyi Yang, Chenguang Zhu, Weizhu Chen
2019EMNLPMulti-task Learning for Natural Language Generation in Task-Oriented Dialogue.Chenguang Zhu, Michael Zeng, Xuedong Huang
2019ICSEA framework for checking regression test selection tools.Chenguang Zhu, Owolabi Legunsen, August Shi, Milos Gligoric
2019NAACLLearning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering.Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian J. McAuley
2019SIGdialSIM: A Slot-Independent Neural Model for Dialogue State Tracking.Chenguang Zhu, Michael Zeng, Xuedong Huang
2018ICLRFusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension.Hsin-Yuan Huang, Chenguang Zhu, Yelong Shen, Weizhu Chen
2018ICSECSlicerCloud: a web-based semantic history slicing framework.Yi Li, Chenguang Zhu, Julia Rubin, Marsha Chechik
2018ICSETowards refactoring-aware regression test selection.Kaiyuan Wang, Chenguang Zhu, Ahmet elik, Jongwook Kim, Don S. Batory, Milos Gligoric
2017MSRA dataset for dynamic discovery of semantic changes in version controlled software histories.Chenguang Zhu, Yi Li, Julia Rubin, Marsha Chechik
2017SPLCFHistorian: Locating Features in Version Histories.Yi Li, Chenguang Zhu, Julia Rubin, Marsha Chechik
2012KDDInformation diffusion and external influence in networks.Seth A. Myers, Chenguang Zhu, Jure Leskovec
2010WWWCo-optimization of multiple relevance metrics in web search.Dong Wang, Chenguang Zhu, Weizhu Chen, Gang Wang, Zheng Chen
2010WSDMA novel click model and its applications to online advertising.Zeyuan Allen Zhu, Weizhu Chen, Tom Minka, Chenguang Zhu, Zheng Chen
2009CIKMTo divide and conquer search ranking by learning query difficulty.Zeyuan Allen Zhu, Weizhu Chen, Tao Wan, Chenguang Zhu, Gang Wang, Zheng Chen
2009CIKMA general magnitude-preserving boosting algorithm for search ranking.Chenguang Zhu, Weizhu Chen, Zeyuan Allen Zhu, Gang Wang, Dong Wang, Zheng Chen
2009ICDMP-packSVM: Parallel Primal grAdient desCent Kernel SVM.Zeyuan Allen Zhu, Weizhu Chen, Gang Wang, Chenguang Zhu, Zheng Chen
2009ICDMInverse Time Dependency in Convex Regularized Learning.Zeyuan Allen Zhu, Weizhu Chen, Chenguang Zhu, Gang Wang, Haixun Wang, Zheng Chen