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Dongmei Zhang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

273

Venues

61

Active years

1997–2026

Best venue rank

A*

Where they publish

Papers

273 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIJupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search.Shuocheng Li, Yihao Liu, Silin Du, Wenxuan Zeng, Zhe Xu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang
2026AAAISheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets.Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2026ACLDUET: Joint Exploration of User-Item Profiles in Recommendation System.Yue Chen, Yifei Sun, Lu Wang, Fangkai Yang, Pu Zhao, Minjie Hong, Yifei Dong, Minghua He, Nan Hu, Jianjin Zhang, Zhiwei Dai, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang
2026ACLCI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents.Wenjie Fu, Xiaoting Qin, Jue Zhang, Qingwei Lin, Lukas Wutschitz, Robert Sim, Saravan Rajmohan, Dongmei Zhang
2026ACLZipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttention.Mengqi Liao, Lu Wang, Chaoyun Zhang, Bo Qiao, Si Qin, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Huaiyu Wan
2026ACLNot All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning.Hanbing Liu, Lang Cao, Yuanyi Ren, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2026ACLRepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository.Zhiyuan Peng, Xin Yin, Pu Zhao, Fangkai Yang, Lu Wang, Ran Jia, Xu Chen, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2026ACLLLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals.Lihao Sun, Hang Dong, Bo Qiao, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan
2026ACLEgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video.Yuanmin Tang, Jue Zhang, Xiaoting Qin, Jing Yu, Meikang Qiu, Gaopeng Gou, Gang Xiong, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Wu
2026ACLLearning to Refine: Self-Refinement of Parallel Reasoning in LLMs.Qibin Wang, Pu Zhao, Shaohan Huang, Fangkai Yang, Lu Wang, Furu Wei, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2026ACLCAST: Achieving Stable LLM-based Text Analysis for Data Analytics.Jinxiang Xie, Zihao Li, Wei He, Rui Ding, Shi Han, Dongmei Zhang
2026ACLQuantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data.Shiping Yang, Jie Wu, Wenbiao Ding, Ning Wu, Shining Liang, Ming Gong, Hongzhi Li, Hengyuan Zhang, Angel X. Chang, Dongmei Zhang
2026ACLGradient-Guided Multi-Judge Prompt Optimization.Chenzhuo Zhao, Xinda Wang, Pu Zhao, Yue Huang, Junting Lu, Ziqian Liu, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2025ACLESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models.Xiaofan Bai, Pingyi Hu, Xiaojing Ma, Linchen Yu, Dongmei Zhang, Qi Zhang, Bin Benjamin Zhu
2025ACLWarriorCoder: Learning from Expert Battles to Augment Code Large Language Models.Huawen Feng, Pu Zhao, Qingfeng Sun, Can Xu, Fangkai Yang, Lu Wang, Qianli Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2025ACLTableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models.Xinyi He, Yihao Liu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Zejian Yuan, Dongmei Zhang
2025ACLAXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents.Junting Lu, Zhiyang Zhang, Fangkai Yang, Jue Zhang, Lu Wang, Chao Du, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2025ACLTablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models.Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang
2025ACLDI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale.Linghao Zhang, Junhao Wang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Jiaheng Wen, Chengxing Xie, Maoquan Wang, Yufan Huang, Elsie Nallipogu, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2025AISTATSLearning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning.Jiaru Zhang, Rui Ding, Qiang Fu, Bojun Huang, Zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang
2025COLINGSelected Languages are All You Need for Cross-lingual Truthfulness Transfer.Weihao Liu, Ning Wu, Wenbiao Ding, Shining Liang, Ming Gong, Dongmei Zhang
2025CVPRSDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models.Xiaofan Bai, Shixin Li, Xiaojing Ma, Bin Benjamin Zhu, Dongmei Zhang, Linchen Yu
2025CVPREnhancing Adversarial Transferability with Checkpoints of a Single Model's Training.Shixin Li, Chaoxiang He, Xiaojing Ma, Bin Benjamin Zhu, Shuo Wang, Hongsheng Hu, Dongmei Zhang, Linchen Yu
2025CVPRReason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval.Yuanmin Tang, Jue Zhang, Xiaoting Qin, Jing Yu, Gaopeng Gou, Gang Xiong, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Wu
2025EMNLPThread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation.Kaikai An, Fangkai Yang, Liqun Li, Junting Lu, Sitao Cheng, Shuzheng Si, Lu Wang, Pu Zhao, Lele Cao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Baobao Chang
2025EMNLPSheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection.Qin Chen, Yuanyi Ren, Xiaojun Ma, Mugeng Liu, Shi Han, Dongmei Zhang
2025EMNLPExeCoder: Empowering Large Language Models with Executability Representation for Code Translation.Minghua He, Yue Chen, Fangkai Yang, Pu Zhao, Wenjie Yin, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2025EMNLPRESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models.Pingyi Hu, Xiaofan Bai, Xiaojing Ma, Chaoxiang He, Dongmei Zhang, Bin Benjamin Zhu
2025EMNLPToken-level Proximal Policy Optimization for Query Generation.Yichen Ouyang, Lu Wang, Fangkai Yang, Pu Zhao, Chenghua Huang, Jianfeng Liu, Bochen Pang, Yaming Yang, Yuefeng Zhan, Hao Sun, Qingwei Lin, Saravan Rajmohan, Weiwei Deng, Dongmei Zhang, Feng Sun
2025EMNLPICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM.Lu Wang, Chiming Duan, Pu Zhao, Fangkai Yang, Yong Shi, Xuefeng Luo, Bingjing Xu, Weiwei Deng, Qingwei Lin, Dongmei Zhang
2025EMNLPPrivacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents.Shouju Wang, Fenglin Yu, Xirui Liu, Xiaoting Qin, Jue Zhang, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan
2025EMNLPTable-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning.Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri
2025EMNLPTwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance.Jingxian Xu, Mengyu Zhou, Weichang Liu, Hanbing Liu, Shi Han, Dongmei Zhang
2025EMNLPFrom Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models.Jue Zhang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2025EMNLPSkeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation.Xing Zhang, Jiaheng Wen, Fangkai Yang, Yu Kang, Pu Zhao, Junhao Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2025EMNLPAdaptFlow: Adaptive Workflow Optimization via Meta-Learning.Runchuan Zhu, Bowen Jiang, Lingrui Mei, Fangkai Yang, Lu Wang, Haoxiang Gao, Fengshuo Bai, Pu Zhao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2025ICASSPExtract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset.Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Zhiming Ding, Shi Han, Dongmei Zhang, Qi Zhang
2025ICDEAllHands :Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models.Chaoyun Zhang, Zicheng Ma, Yuhao Wu, Shilin He, Si Qin, Minghua Ma, Xiaoting Qin, Yu Kang, Yuyi Liang, Xiaoyu Gou, Yajie Xue, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2025ICLRRuAG: Learned-rule-augmented Generation for Large Language Models.Yudi Zhang, Pei Xiao, Lu Wang, Chaoyun Zhang, Meng Fang, Yali Du, Yevgeniy Puzyrev, Randolph Yao, Si Qin, Qingwei Lin, Mykola Pechenizkiy, Dongmei Zhang, Saravan Rajmohan, Qi Zhang
2025ICLRSelf-Evolved Reward Learning for LLMS.Chenghua Huang, Zhizhen Fan, Lu Wang, Fangkai Yang, Pu Zhao, Zeqi Lin, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang
2025ICLRWizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct.Haipeng Luo, Qingfeng Sun, Can Xu, Pu Zhao, Jian-Guang Lou, Chongyang Tao, Xiubo Geng, Qingwei Lin, Shifeng Chen, Yansong Tang, Dongmei Zhang
2025ICLROpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?Junjielong Xu, Qinan Zhang, Zhiqing Zhong, Shilin He, Chaoyun Zhang, Qingwei Lin, Dan Pei, Pinjia He, Dongmei Zhang, Qi Zhang
2025ICSESECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing.Wenchao Gu, Ensheng Shi, Yanlin Wang, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Michael R. Lyu
2025ISSREAn Empirical Study of Production Incidents in Generative AI Cloud Services.Haoran Yan, Yinfang Chen, Minghua Ma, Ming Wen, Shan Lu, Shenglin Zhang, Tianyin Xu, Rujia Wang, Chetan Bansal, Saravan Rajmohan, Qingwei Lin, Chaoyun Zhang, Dongmei Zhang
2025IUINavigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks.Yingzhe Peng, Xiaoting Qin, Zhiyang Zhang, Jue Zhang, Qingwei Lin, Xu Yang, Dongmei Zhang, Saravan Rajmohan, Qi Zhang
2025KDDLettinGo: Explore User Profile Generation for Recommendation System.Lu Wang, Di Zhang, Fangkai Yang, Pu Zhao, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Qingwei Lin, Weiwei Deng, Dongmei Zhang, Feng Sun, Qi Zhang
2025KDDLarge Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection.Jun Liu, Chaoyun Zhang, Jiaxu Qian, Minghua Ma, Si Qin, Chetan Bansal, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2025NAACLUFO: A UI-Focused Agent for Windows OS Interaction.Chaoyun Zhang, Liqun Li, Shilin He, Xu Zhang, Bo Qiao, Si Qin, Minghua Ma, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2025WWWPloutos: Towards Explainable Stock Movement Prediction with Financial Large Language Model.Hanshuang Tong, Jun Li, Ning Wu, Ming Gong, Dongmei Zhang, Qi Zhang
2024AAAIText2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
2024AAAIText-to-Image Generation for Abstract Concepts.Jiayi Liao, Xu Chen, Qiang Fu, Lun Du, Xiangnan He, Xiang Wang, Shi Han, Dongmei Zhang
2024AAAIFM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection.Dongmei Zhang, Chang Li, Renrui Zhang, Shenghao Xie, Wei Xue, Xiaodong Xie, Shanghang Zhang
2024ACLCall Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments.Sitao Cheng, Ziyuan Zhuang, Yong Xu, Fangkai Yang, Chaoyun Zhang, Xiaoting Qin, Xiang Huang, Ling Chen, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang
2024ACLEverything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation.Ruomeng Ding, Chaoyun Zhang, Lu Wang, Yong Xu, Minghua Ma, Wei Zhang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2024ACLLLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression.Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rhle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang
2024CIKMCOIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty.Lu Wang, Mayukh Das, Fangkai Yang, Chao Du, Bo Qiao, Hang Dong, Chetan Bansal, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Qi Zhang
2024CLOUDDeoxys: A Causal Inference Engine for Unhealthy Node Mitigation in Large-scale Cloud Infrastructure.Chaoyun Zhang, Randolph Yao, Si Qin, Ze Li, Shekhar Agrawal, Binit R. Mishra, Tri Tran, Minghua Ma, Qingwei Lin, Murali Chintalapati, Dongmei Zhang
2024COLINGKET-QA: A Dataset for Knowledge Enhanced Table Question Answering.Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang
2024COLINGTackling Long Code Search with Splitting, Encoding, and Aggregating.Fan Hu, Yanlin Wang, Lun Du, Hongyu Zhang, Dongmei Zhang, Xirong Li
2024ECAINissist: An Incident Mitigation Copilot based on Troubleshooting Guides.Kaikai An, Fangkai Yang, Junting Lu, Liqun Li, Zhixing Ren, Hao Huang, Lu Wang, Pu Zhao, Yu Kang, Hua Ding, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2024EMNLPEncoding Spreadsheets for Large Language Models.Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Junyu Xiong, Mengyu Zhou, Yun Lin, Jos Cambronero, Yeye He, Shi Han, Dongmei Zhang
2024EMNLPBreaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations.Nuo Chen, Zinan Zheng, Ning Wu, Ming Gong, Dongmei Zhang, Jia Li
2024EMNLPAutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation.Jia Fu, Xiaoting Qin, Fangkai Yang, Lu Wang, Jue Zhang, Qingwei Lin, Yubo Chen, Dongmei Zhang, Saravan Rajmohan, Qi Zhang
2024EMNLPCoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing.Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang
2024EMNLPTAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning.Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang
2024EMNLPEfficientRAG: Efficient Retriever for Multi-Hop Question Answering.Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng, Fangkai Yang, Jia Liu, Shujian Huang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2024EMNLPPromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning.Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang
2024EuroSysAutomatic Root Cause Analysis via Large Language Models for Cloud Incidents.Yinfang Chen, Huaibing Xie, Minghua Ma, Yu Kang, Xin Gao, Liu Shi, Yunjie Cao, Xuedong Gao, Hao Fan, Ming Wen, Jun Zeng, Supriyo Ghosh, Xuchao Zhang, Chaoyun Zhang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Tianyin Xu
2024ICSEXpert: Empowering Incident Management with Query Recommendations via Large Language Models.Yuxuan Jiang, Chaoyun Zhang, Shilin He, Zhihao Yang, Minghua Ma, Si Qin, Yu Kang, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2024ICSEUniLog: Automatic Logging via LLM and In-Context Learning.Junjielong Xu, Ziang Cui, Yuan Zhao, Xu Zhang, Shilin He, Pinjia He, Liqun Li, Yu Kang, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2024ISSRECan We Trust Auto-Mitigation? Improving Cloud Failure Prediction with Uncertain Positive Learning.Haozhe Li, Minghua Ma, Yudong Liu, Pu Zhao, Shuo Li, Ze Li, Murali Chintalapati, Yingnong Dang, Chetan Bansal, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2024ISSREEarly Bird: Ensuring Reliability of Cloud Systems Through Early Failure Prediction.Yudong Liu, Minghua Ma, Pu Zhao, Tianci Li, Bo Qiao, Shuo Li, Ze Li, Murali Chintalapati, Yingnong Dang, Chetan Bansal, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2024ISSRELarge Language Models Can Provide Accurate and Interpretable Incident Triage.Zexin Wang, Jianhui Li, Minghua Ma, Ze Li, Yu Kang, Chaoyun Zhang, Chetan Bansal, Murali Chintalapati, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Changhua Pei, Gaogang Xie
2024KDDScalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior.Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang
2024KDDPre-trained KPI Anomaly Detection Model Through Disentangled Transformer.Zhaoyang Yu, Changhua Pei, Xin Wang, Minghua Ma, Chetan Bansal, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Xidao Wen, Jianhui Li, Gaogang Xie, Dan Pei
2024NAACLEnd-to-End Beam Retrieval for Multi-Hop Question Answering.Jiahao Zhang, Haiyang Zhang, Dongmei Zhang, Yong Liu, Shen Huang
2024NDSSDorPatch: Distributed and Occlusion-Robust Adversarial Patch to Evade Certifiable Defenses.Chaoxiang He, Xiaojing Ma, Bin B. Zhu, Yimiao Zeng, Hanqing Hu, Xiaofan Bai, Hai Jin, Dongmei Zhang
2024WWWSOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction.Chiming Duan, Fangkai Yang, Pu Zhao, Lingling Zheng, Yash Dagli, Yudong Liu, Qingwei Lin, Dongmei Zhang
2024WWWRevisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective.Zexin Wang, Changhua Pei, Minghua Ma, Xin Wang, Zhihan Li, Dan Pei, Saravan Rajmohan, Dongmei Zhang, Qingwei Lin, Haiming Zhang, Jianhui Li, Gaogang Xie
2024WSDMSource Free Graph Unsupervised Domain Adaptation.Haitao Mao, Lun Du, Yujia Zheng, Qiang Fu, Zelin Li, Xu Chen, Shi Han, Dongmei Zhang
2024WSDMTable Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study.Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang
2024TAMCApproximation Algorithms for Robust Clustering Problems Using Local Search Techniques.Chenchen Wu, Rolf H. Mhring, Yishui Wang, Dachuan Xu, Dongmei Zhang
2023AAAISheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network.Ran Jia, Qiyu Li, Zihan Xu, Xiaoyuan Jin, Lun Du, Haoyu Dong, Xiao Lv, Shi Han, Dongmei Zhang
2023AAAIUnveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing.Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai
2023ACLHow Do In-Context Examples Affect Compositional Generalization?Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
2023ACLHermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion.Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang
2023ACLAnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks.Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang
2023ASPLOSSnape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs.Fangkai Yang, Lu Wang, Zhenyu Xu, Jue Zhang, Liqun Li, Bo Qiao, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, igo Goiri, Eli Cortez, Terry Yang, Victor Rhle, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023CIKMHadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models.Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2023CIKMHallucination Detection: Robustly Discerning Reliable Answers in Large Language Models.Yuyan Chen, Qiang Fu, Yichen Yuan, Zhihao Wen, Ge Fan, Dayiheng Liu, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2023CVPRLayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction.Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
2023DSNHow Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads.Xiaoting Qin, Minghua Ma, Yuheng Zhao, Jue Zhang, Chao Du, Yudong Liu, Anjaly Parayil, Chetan Bansal, Saravan Rajmohan, igo Goiri, Eli Cortez, Si Qin, Qingwei Lin, Dongmei Zhang
2023EMNLPInsightPilot: An LLM-Empowered Automated Data Exploration System.Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
2023EMNLPEmpower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering.Fangkai Yang, Pu Zhao, Zezhong Wang, Lu Wang, Bo Qiao, Jue Zhang, Mohit Garg, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2023ICCVLayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models.Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
2023ICCVA Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions.Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
2023ICLRCASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement.Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang
2023ICLROut-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy.Jinsong Zhang, Qiang Fu, Xu Chen, Lun Du, Zelin Li, Gang Wang, Xiaoguang Liu, Shi Han, Dongmei Zhang
2023ICLRTowards Lightweight, Model-Agnostic and Diversity-Aware Active Anomaly Detection.Xu Zhang, Yuan Zhao, Ziang Cui, Liqun Li, Shilin He, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2023ICSEDid We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction.Zhenhao Li, Chuan Luo, Tse-Hsun Chen, Weiyi Shang, Shilin He, Qingwei Lin, Dongmei Zhang
2023ICSEIncident-aware Duplicate Ticket Aggregation for Cloud Systems.Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
2023ICSECONAN: Diagnosing Batch Failures for Cloud Systems.Liqun Li, Xu Zhang, Shilin He, Yu Kang, Hongyu Zhang, Minghua Ma, Yingnong Dang, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023ICSECoCoSoDa: Effective Contrastive Learning for Code Search.Ensheng Shi, Yanlin Wang, Wenchao Gu, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023ICSEAegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems.Xiaohan Yan, Ken Hsieh, Yasitha Liyanage, Minghua Ma, Murali Chintalapati, Qingwei Lin, Yingnong Dang, Dongmei Zhang
2023ICSETraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems.Zhengran Zeng, Yuqun Zhang, Yong Xu, Minghua Ma, Bo Qiao, Wentao Zou, Qingjun Chen, Meng Zhang, Xu Zhang, Hongyu Zhang, Xuedong Gao, Hao Fan, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023ISSRECODEC: Cost-Effective Duration Prediction System for Deadline Scheduling in the Cloud.Haozhe Li, Minghua Ma, Yudong Liu, Si Qin, Bo Qiao, Randolph Yao, Harshwardhan Chaturvedi, Tri Tran, Murali Chintalapati, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023ISSTATowards Efficient Fine-Tuning of Pre-trained Code Models: An Experimental Study and Beyond.Ensheng Shi, Yanlin Wang, Hongyu Zhang, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2023KDDOn Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering.Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
2023KDDGetPt: Graph-enhanced General Table Pre-training with Alternate Attention Network.Ran Jia, Haoming Guo, Xiaoyuan Jin, Chao Yan, Lun Du, Xiaojun Ma, Tamara Stankovic, Marko Lozajic, Goran Zoranovic, Igor Ilic, Shi Han, Dongmei Zhang
2023KDDAuto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines.Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri
2023KDDRoot Cause Analysis for Microservice Systems via Hierarchical Reinforcement Learning from Human Feedback.Lu Wang, Chaoyun Zhang, Ruomeng Ding, Yong Xu, Qihang Chen, Wentao Zou, Qingjun Chen, Meng Zhang, Xuedong Gao, Hao Fan, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023KDDContextual Self-attentive Temporal Point Process for Physical Decommissioning Prediction of Cloud Assets.Fangkai Yang, Jue Zhang, Lu Wang, Bo Qiao, Di Weng, Xiaoting Qin, Gregory Weber, Durgesh Nandini Das, Srinivasan Rakhunathan, Ranganathan Srikanth, Qingwei Lin, Dongmei Zhang
2023KDDRobust Multimodal Failure Detection for Microservice Systems.Chenyu Zhao, Minghua Ma, Zhenyu Zhong, Shenglin Zhang, Zhiyuan Tan, Xiao Xiong, LuLu Yu, Jiayi Feng, Yongqian Sun, Yuzhi Zhang, Dan Pei, Qingwei Lin, Dongmei Zhang
2023KDDRobust Positive-Unlabeled Learning via Noise Negative Sample Self-correction.Zhangchi Zhu, Lu Wang, Pu Zhao, Chao Du, Wei Zhang, Hang Dong, Bo Qiao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2023NDSSFocusing on Pinocchio's Nose: A Gradients Scrutinizer to Thwart Split-Learning Hijacking Attacks Using Intrinsic Attributes.Jiayun Fu, Xiaojing Ma, Bin B. Zhu, Pingyi Hu, Ruixin Zhao, Yaru Jia, Peng Xu, Hai Jin, Dongmei Zhang
2023WWWMulti-Agent Reinforcement Learning with Shared Policy for Cloud Quota Management Problem.Tong Cheng, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Thomas Moscibroda
2023WWWHomophily-oriented Heterogeneous Graph Rewiring.Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang
2023WWWRobust Mid-Pass Filtering Graph Convolutional Networks.Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang
2023WWWEDITS: An Easy-to-difficult Training Strategy for Cloud Failure Prediction.Qingwei Lin, Tianci Li, Pu Zhao, Yudong Liu, Minghua Ma, Lingling Zheng, Murali Chintalapati, Bo Liu, Paul Wang, Hongyu Zhang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2023WWWHAPENS: Hardness-Personalized Negative Sampling for Implicit Collaborative Filtering.Haoxin Liu, Pu Zhao, Si Qin, Yong Shi, Mirror Xu, Qingwei Lin, Dongmei Zhang
2023WWWLearning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning.Junjie Sheng, Lu Wang, Fangkai Yang, Bo Qiao, Hang Dong, Xiangfeng Wang, Bo Jin, Jun Wang, Si Qin, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023WSDMMM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution.Wendong Bi, Lun Du, Qiang Fu, Yanlin Wang, Shi Han, Dongmei Zhang
2023WSDMRevisiting Code Search in a Two-Stage Paradigm.Fan Hu, Yanlin Wang, Lun Du, Xirong Li, Hongyu Zhang, Shi Han, Dongmei Zhang
2023SDMML4C: Seeing Causality Through Latent Vicinity.Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang
2022AAAICoarse-to-Fine Generative Modeling for Graphic Layouts.Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
2022ACLFORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining.Zhoujun Cheng, Haoyu Dong, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang
2022ACLHiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
2022ACLAccelerating Code Search with Deep Hashing and Code Classification.Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu
2022CHIOneLabeler: A Flexible System for Building Data Labeling Tools.Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu, Siming Chen, Dongmei Zhang
2022CIKMLearning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima.Hengyu Liu, Qiang Fu, Lun Du, Tiancheng Zhang, Ge Yu, Shi Han, Dongmei Zhang
2022EMNLPPLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation.Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang
2022EMNLPFormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information.Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang
2022EMNLPRACE: Retrieval-augmented Commit Message Generation.Ensheng Shi, Yanlin Wang, Wei Tao, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2022EMNLPTowards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems.Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang
2022EMNLPTaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data.Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang
2022IJCAITable Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks.Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang
2022IJCAIT-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification.Pu Zhao, Chuan Luo, Bo Qiao, Lu Wang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2022ICSETesting Machine Learning Systems in Industry: An Empirical Study.Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang
2022ICSEOn the Evaluation of Neural Code Summarization.Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
2022ICSEDeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning.Chenxi Zhang, Xin Peng, Chaofeng Sha, Ke Zhang, Zhenqing Fu, Xiya Wu, Qingwei Lin, Dongmei Zhang
2022IUIGridBook: Natural Language Formulas for the Spreadsheet Grid.Sruti Srinivasa Ragavan, Zhitao Hou, Yun Wang, Andrew D. Gordon, Haidong Zhang, Dongmei Zhang
2022KDDML4S: Learning Causal Skeleton from Vicinal Graphs.Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang
2022KDDMulti-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems.Yudong Liu, Hailan Yang, Pu Zhao, Minghua Ma, Chengwu Wen, Hongyu Zhang, Chuan Luo, Qingwei Lin, Chang Yi, Jiaojian Wang, Chenjian Zhang, Paul Wang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2022KDDpureGAM: Learning an Inherently Pure Additive Model.Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang
2022KDDNENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365.Lu Wang, Pu Zhao, Chao Du, Chuan Luo, Mengna Su, Fangkai Yang, Yudong Liu, Qingwei Lin, Min Wang, Yingnong Dang, Hongyu Zhang, Saravan Rajmohan, Dongmei Zhang
2022KDDSolving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach.Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, Qingwei Lin, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang
2022MSRLibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries.Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang
2022PRICAIWeighted Adaptive Perturbations Adversarial Training for Improving Robustness.Yan Wang, Dongmei Zhang, Haiyang Zhang
2022WWWGBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily.Lun Du, Xiaozhou Shi, Qiang Fu, Xiaojun Ma, Hengyu Liu, Shi Han, Dongmei Zhang
2022WWWUniParser: A Unified Log Parser for Heterogeneous Log Data.Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2022WWWSpot Virtual Machine Eviction Prediction in Microsoft Cloud.Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Iigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rhle, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2022WSDMUnderstanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective.Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang
2022TAMCWeakly k-submodular Maximization Under Matroid Constraint.Yijing Wang, Dongmei Zhang, Yapu Zhang, Zhenning Zhang
2021AAAIIterative Utterance Segmentation for Neural Semantic Parsing.Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
2021AAAIRevisiting Iterative Back-Translation from the Perspective of Compositional Generalization.Yinuo Guo, Hualei Zhu, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
2021AAIMApproximation Algorithm for the Capacitated Correlation Clustering Problem with Penalties.Sai Ji, Gaidi Li, Dongmei Zhang, Xianzhao Zhang
2021ACLLearning Algebraic Recombination for Compositional Generalization.Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
2021CHIReturning to the Office During the COVID-19 Pandemic Recovery: Early Indicators from China.Yun Wang, Ying Liu, Weiwei Cui, John C. Tang, Haidong Zhang, Doug Walston, Dongmei Zhang
2021CIKMIs a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search.Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang
2021CIKMNeuron Campaign for Initialization Guided by Information Bottleneck Theory.Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang
2021EMNLPWeakly Supervised Semantic Parsing by Learning from Mistakes.Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2021EMNLPCAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees.Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2021IJCAIPredictive Job Scheduling under Uncertain Constraints in Cloud Computing.Hang Dong, Boshi Wang, Bo Qiao, Wenqian Xing, Chuan Luo, Si Qin, Qingwei Lin, Dongmei Zhang, Gurpreet Virdi, Thomas Moscibroda
2021IJCAIKeep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing.Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
2021ICSEAutoCCAG: An Automated Approach to Constrained Covering Array Generation.Chuan Luo, Jinkun Lin, Shaowei Cai, Xin Chen, Bing He, Bo Qiao, Pu Zhao, Qingwei Lin, Hongyu Zhang, Wei Wu, Saravanakumar Rajmohan, Dongmei Zhang
2021ISSREHow Long Will it Take to Mitigate this Incident for Online Service Systems?Weijing Wang, Junjie Chen, Lin Yang, Hongyu Zhang, Pu Zhao, Bo Qiao, Yu Kang, Qingwei Lin, Saravanakumar Rajmohan, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
2021ISSTASemantic table structure identification in spreadsheets.Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Dan Ye
2021KDDTabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data.Lun Du, Fei Gao, Xu Chen, Ran Jia, Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang
2021KDDTUTA: Tree-based Transformers for Generally Structured Table Pre-training.Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
2021KDDHALO: Hierarchy-aware Fault Localization for Cloud Systems.Xu Zhang, Chao Du, Yifan Li, Yong Xu, Hongyu Zhang, Si Qin, Ze Li, Qingwei Lin, Yingnong Dang, Andrew Zhou, Saravanakumar Rajmohan, Dongmei Zhang
2021KDDTable2Charts: Recommending Charts by Learning Shared Table Representations.Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang, Dongmei Zhang
2021WWWNTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms.Chuan Luo, Pu Zhao, Bo Qiao, Youjiang Wu, Hongyu Zhang, Wei Wu, Weihai Lu, Yingnong Dang, Saravanakumar Rajmohan, Qingwei Lin, Dongmei Zhang
2021SIGMODMetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis.Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang
2021WSDMAnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries.Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li, Dongmei Zhang
2021USENIXFighting the Fog of War: Automated Incident Detection for Cloud Systems.Liqun Li, Xu Zhang, Xin Zhao, Hongyu Zhang, Yu Kang, Pu Zhao, Bo Qiao, Shilin He, Pochian Lee, Jeffrey Sun, Feng Gao, Li Yang, Qingwei Lin, Saravanakumar Rajmohan, Zhangwei Xu, Dongmei Zhang
2020AAAIReliable and Efficient Anytime Skeleton Learning.Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang
2020AAAITable2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data.Mengyu Zhou, Wang Tao, Pengxin Ji, Han Shi, Dongmei Zhang
2020AAIMLocal Search Algorithm for the Spherical k-Means Problem with Outliers.Yishui Wang, Chenchen Wu, Dongmei Zhang, Juan Zou
2020ACLYou Impress Me: Dialogue Generation via Mutual Persona Perception.Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang
2020CIKMNeural Formatting for Spreadsheet Tables.Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang
2020CIKMLearning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture.Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang
2020EMNLP"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL.Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
2020EMNLPIncomplete Utterance Rewriting as Semantic Segmentation.Qian Liu, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
2020IJCAIHow Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context.Qian Liu, Bei Chen, Jiaqi Guo, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
2020IJCAIRECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task.Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
2020PDCATThe Prize-Collecting k-Steiner Tree Problem.Lu Han, Changjun Wang, Dachuan Xu, Dongmei Zhang
2020PDCATSubmodular Maximization with Bounded Marginal Values.Ruiqi Yang, Suixiang Gao, Changjun Wang, Dongmei Zhang
2020TAMCParametric Streaming Two-Stage Submodular Maximization.Ruiqi Yang, Dachuan Xu, Longkun Guo, Dongmei Zhang
2019AAAITableSense: Spreadsheet Table Detection with Convolutional Neural Networks.Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang
2019AAAIFANDA: A Novel Approach to Perform Follow-Up Query Analysis.Qian Liu, Bei Chen, Jian-Guang Lou, Ge Jin, Dongmei Zhang
2019AAIMThe Seeding Algorithm for Spherical k-Means Clustering with Penalties.Sai Ji, Dachuan Xu, Longkun Guo, Min Li, Dongmei Zhang
2019AAIMLocal Search Approximation Algorithms for the Spherical k-Means Problem.Dongmei Zhang, Yukun Cheng, Min Li, Yishui Wang, Dachuan Xu
2019ACLTowards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation.Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2019COCOASequence Submodular Maximization Meets Streaming.Ruiqi Yang, Dachuan Xu, Longkun Guo, Dongmei Zhang
2019COCOONThe Seeding Algorithm for Functional k-Means Problem.Min Li, Yishui Wang, Dachuan Xu, Dongmei Zhang
2019COCOONGreedy Algorithm for Maximization of Non-submodular Functions Subject to Knapsack Constraint.Zhenning Zhang, Bin Liu, Yishui Wang, Dachuan Xu, Dongmei Zhang
2019EMNLPData-Anonymous Encoding for Text-to-SQL Generation.Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang
2019EMNLPA Split-and-Recombine Approach for Follow-up Query Analysis.Qian Liu, Bei Chen, Haoyan Liu, Jian-Guang Lou, Lei Fang, Bin Zhou, Dongmei Zhang
2019ICDMNeural Feature Search: A Neural Architecture for Automated Feature Engineering.Xiangning Chen, Bo Qiao, Weiyi Zhang, Wei Wu, Murali Chintalapati, Dongmei Zhang, Qingwei Lin, Chuan Luo, Xudong Li, Hongyu Zhang, Yong Xu, Yingnong Dang, Kaixin Sui, Xu Zhang
2019IJCAILocal Search with Efficient Automatic Configuration for Minimum Vertex Cover.Chuan Luo, Holger H. Hoos, Shaowei Cai, Qingwei Lin, Hongyu Zhang, Dongmei Zhang
2019ICSEAn empirical investigation of incident triage for online service systems.Junjie Chen, Xiaoting He, Qingwei Lin, Yong Xu, Hongyu Zhang, Dan Hao, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
2019WWWOutage Prediction and Diagnosis for Cloud Service Systems.Yujun Chen, Xian Yang, Qingwei Lin, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang
2019SIGMODQuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data.Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang
2019USENIXCross-dataset Time Series Anomaly Detection for Cloud Systems.Xu Zhang, Qingwei Lin, Yong Xu, Si Qin, Hongyu Zhang, Bo Qiao, Yingnong Dang, Xinsheng Yang, Qian Cheng, Murali Chintalapati, Youjiang Wu, Ken Hsieh, Kaixin Sui, Xin Meng, Yaohai Xu, Wenchi Zhang, Furao Shen, Dongmei Zhang
2018AAAIGenerating Regular Expressions from Natural Language Specifications: Are We There Yet?Zexuan Zhong, Jiaqi Guo, Wei Yang, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2018CHIInfoNice: Easy Creation of Information Graphics.Yun Wang, Haidong Zhang, He Huang, Xi Chen, Qiufeng Yin, Zhitao Hou, Dongmei Zhang, Qiong Luo, Huamin Qu
2018EMNLPSemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications.Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2018ICSEDecoding Technology Transfer through Experiences at Microsoft.Dongmei Zhang
2018KDDBigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data.Qingwei Lin, Weichen Ke, Jian-Guang Lou, Hongyu Zhang, Kaixin Sui, Yong Xu, Ziyi Zhou, Bo Qiao, Dongmei Zhang
2018PAKDDShared Deep Kernel Learning for Dimensionality Reduction.Xinwei Jiang, Junbin Gao, Xiaobo Liu, Zhihua Cai, Dongmei Zhang, Yuanxing Liu
2018USENIXImproving Service Availability of Cloud Systems by Predicting Disk Error.Yong Xu, Kaixin Sui, Randolph Yao, Hongyu Zhang, Qingwei Lin, Yingnong Dang, Peng Li, Keceng Jiang, Wenchi Zhang, Jian-Guang Lou, Murali Chintalapati, Dongmei Zhang
2017COCOAA Spectral Partitioning Algorithm for Maximum Directed Cut Problem.Zhenning Zhang, Donglei Du, Chenchen Wu, Dachuan Xu, Dongmei Zhang
2017COCOAA Local Search Approximation Algorithm for a Squared Metric k-Facility Location Problem.Dongmei Zhang, Dachuan Xu, Yishui Wang, Peng Zhang, Zhenning Zhang
2017COCOONA Local Search Approximation Algorithm for the k-means Problem with Penalties.Dongmei Zhang, Chunlin Hao, Chenchen Wu, Dachuan Xu, Zhenning Zhang
2017ICCADOffshore oil spill monitoring and detection: Improving risk management for offshore petroleum cyber-physical systems: (Invited paper).Xiaodao Chen, Dongmei Zhang, Yuewei Wang, Lizhe Wang, Albert Y. Zomaya, Shiyan Hu
2017ICIPA nonlocal operator model for morphological image processing.Zhonggui Sun, Xinbo Gao, Dongmei Zhang
2017IJCAIDeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning.Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim
2017ICSETransferring Code-Clone Detection and Analysis to Practice.Yingnong Dang, Dongmei Zhang, Song Ge, Ray Huang, Chengyun Chu, Tao Xie
2017SIGMODExtracting Top-K Insights from Multi-dimensional Data.Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang
2016COMPSACAn Approach for Iteratively Generating Adequate Tests in Metamorphic Testing: A Case Study.Junhua Ding, Dongmei Zhang
2016IJCNNNonparametrically Guided Autoencoder with Laplace Approximation for dimensionality reduction.Xinwei Jiang, Xin Song, Junbin Gao, Zhihua Cai, Dongmei Zhang
2016ICSEAn application of metamorphic testing for testing scientific software.Junhua Ding, Dongmei Zhang, Xin-Hua Hu
2016ICSEiDice: problem identification for emerging issues.Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
2016VTCInteger Frequency Offset Estimation for Dynamic Lattice Multicarrier Transmission System over Time-Varying Rayleigh Fading Channel.Kui Xu, Wei Xie, Youyun Xu, Dongmei Zhang
2016SEKEA Machine Learning Approach for Developing Test Oracles for Testing Scientific Software.Junhua Ding, Dongmei Zhang
2016SENSYSSystematically Debugging IoT Control System Correctness for Building Automation.Chieh-Jan Mike Liang, Lei Bu, Zhao Li, Junbei Zhang, Shi Han, Brje F. Karlsson, Dongmei Zhang, Feng Zhao
2016SECONAnti-Pollution Source Location Privacy Preserving Scheme in Wireless Sensor Networks.Xuan Zha, Kangfeng Zheng, Dongmei Zhang
2015APLASUncovering JavaScript Performance Code Smells Relevant to Type Mutations.Xiao Xiao, Shi Han, Charles Zhang, Dongmei Zhang
2015ICNCAn ensemble method for unbalanced sentiment classification.Dongmei Zhang, Jun Ma, Jing Yi, Xiaofei Niu, Xiaojing Xu
2015ICSELearning to Log: Helping Developers Make Informed Logging Decisions.Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang
2015QRSFeature Selection and Analysis of Diffraction Images.Sai Kiran Thati, Junhua Ding, Dongmei Zhang, Xin-Hua Hu
2015WCNCMulti-pair full-duplex amplify-and-forward relaying with very large antenna arrays.Xiaochen Xia, Wei Xie, Dongmei Zhang, Kui Xu, Youyun Xu
2015SEKEModeling and Analyzing Publish Subscribe Architcture using Petri Nets.Junhua Ding, Dongmei Zhang
2015USENIXLog2: A Cost-Aware Logging Mechanism for Performance Diagnosis.Rui Ding, Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Qingwei Lin, Qiang Fu, Dongmei Zhang, Tao Xie
2014ASPLOSComprehending performance from real-world execution traces: a device-driver case.Xiao Yu, Shi Han, Dongmei Zhang, Tao Xie
2014DSNMining Historical Issue Repositories to Heal Large-Scale Online Service Systems.Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Tao Xie
2014GLOBECOMLow-complexity transceiver design and antenna subset selection for cooperative half- and full-duplex relaying systems.Xiaochen Xia, Kui Xu, Dongmei Zhang, Youyun Xu
2014ICDMIdentifying Recurrent and Unknown Performance Issues.Meng-Hui Lim, Jian-Guang Lou, Hongyu Zhang, Qiang Fu, Andrew Beng Jin Teoh, Qingwei Lin, Rui Ding, Dongmei Zhang
2014ICSEWhere do developers log? an empirical study on logging practices in industry.Qiang Fu, Jieming Zhu, Wenlu Hu, Jian-Guang Lou, Rui Ding, Qingwei Lin, Dongmei Zhang, Tao Xie
2014KDDCorrelating events with time series for incident diagnosis.Chen Luo, Jian-Guang Lou, Qingwei Lin, Qiang Fu, Rui Ding, Dongmei Zhang, Zhe Wang
2014SEKEDevelopment of A Sliding Window Protocol for Data Synchronization in a Flow Cytometer.Junhua Ding, Yuxiang Shao, Dongmei Zhang
2013ICSESoftware analytics: achievements and challenges.Dongmei Zhang, Tao Xie
2013ICSEPathways to technology transfer and adoption: achievements and challenges (mini-tutorial).Dongmei Zhang, Tao Xie
2013ISSTAContext-sensitive delta inference for identifying workload-dependent performance bottlenecks.Xusheng Xiao, Shi Han, Dongmei Zhang, Tao Xie
2013MSRContextual analysis of program logs for understanding system behaviors.Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Tao Xie
2013MSRMining succinct and high-coverage API usage patterns from source code.Jue Wang, Yingnong Dang, Hongyu Zhang, Kai Chen, Tao Xie, Dongmei Zhang
2013WCNCOutage performance of AF-based time division broadcasting protocol in the presence of co-channel interference.Xiaochen Xia, Youyun Xu, Kui Xu, Dongmei Zhang, Ning Li
2013WCNCCarrier frequency offset estimation approach for multicarrier transmission on hexagonal time-frequency lattice.Kui Xu, Wenfeng Ma, Lianguo Wu, Wei Xie, Dongmei Zhang, Youyun Xu
2012ACSACXIAO: tuning code clones at hands of engineers in practice.Yingnong Dang, Dongmei Zhang, Song Ge, Chengyun Chu, Yingjun Qiu, Tao Xie
2012GLOBECOMOn Max-SINR receiver for Hexagonal Multicarrier Transmission over doubly dispersive channel.Kui Xu, Youyun Xu, Xiaochen Xia, Dongmei Zhang
2012ICSEReBucket: A method for clustering duplicate crash reports based on call stack similarity.Yingnong Dang, Rongxin Wu, Hongyu Zhang, Dongmei Zhang, Peter Nobel
2012ICSEPerformance debugging in the large via mining millions of stack traces.Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Tao Xie
2012ICSESoftware analytics in practice: Mini tutorial.Dongmei Zhang, Tao Xie
2012MSRMSR 2012 keynote: Software analytics in practice - Approaches and experiences.Dongmei Zhang
2012VTCA Novel Coordinated Spectrum Assignment Scheme for Densely Deployed Enterprise LTE Femtocells.Yi Wu, Hai Jiang, Dongmei Zhang
2012SRDSPerformance Issue Diagnosis for Online Service Systems.Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Zihao Ye, Tao Xie
2009GRCAn approach to XML Path retrieval.Ling Song, Shengen Li, Wei Cui, Dongmei Zhang, Xiaofei Niu
2009ICDARA Unified Framework for Recognizing Handwritten Chemical Expressions.Ming Chang, Shi Han, Dongmei Zhang
2009ICNCDiscovery of Mineralization Predication Classification Rules by Using Gene Expression Programming Based on PCA.Dongmei Zhang, Yue Huang, Jing Zhi
2009PIMRCA novel spectrum arrangement scheme for femto cell deployment in LTE macro cells.Yi Wu, Dongmei Zhang, Hai Jiang, Ye Wu
2009VTCAn Improved Scheduling Algorithm for rtPS Services in IEEE 802.16.Yanqun Le, Yi Wu, Dongmei Zhang
2009VTCAn Enhancement of Sleep Mode Operation in IEEE 802.16e Systems.Yi Wu, Yanqun Le, Dongmei Zhang
2007CSCWDA Q-Learning-based Decision Making Scheme for Application Reconfiguration in Sensor Networks.Dongmei Zhang, Huadong Ma
2007ICCSNumerical Study on the Effect of Grouting on Long-Term Settlement of Tunnels in Clay.Dongmei Zhang, Hong-Wei Huang, Jian-Ming Wang
2007ICDARSystematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters.Shi Han, Ming Chang, Yu Zou, Xinjian Chen, Dongmei Zhang
2006CHIFace-tracking as an augmented input in video games: enhancing presence, role-playing and control.Shuo Wang, Xiaocao Xiong, Yan Xu, Chao Wang, Weiwei Zhang, Xiaofeng Dai, Dongmei Zhang
2006CSCWDA Hierarchical Cooperation Model for Sensor Networks Supported Cooperative Work.Liang Liu, Huadong Ma, Dan Tao, Dongmei Zhang
2006CSCWDA Hierarchical Cooperation Model for Application Self-reconfiguration of Sensor Networks.Liang Liu, Huadong Ma, Dan Tao, Dongmei Zhang
2006MASSA Push-based Paradigm for Environment Adaptive Application Reconfiguration in Clustered Sensor Networks.Liang Liu, Huadong Ma, Dan Tao, Dongmei Zhang
2006VTCStudy the Traffic Difference of Online Games Between GPRS/EGPRS and ADSL Networks.Yi Wu, Hui Huang, Dongmei Zhang
2005FORTECompositional Modelling and Verification of IPv6 Mobility.Peng Wu, Dongmei Zhang
1999CVPRHarmonic Maps and Their Applications in Surface Matching.Dongmei Zhang, Martial Hebert
1997CVPRMulti-Scale Classification of 3-D Objects.Dongmei Zhang, Martial Hebert