Zhang, Dongmei

50 publications

NeurIPS 2025 Consensus-Robust Transfer Attacks via Parameter and Representation Perturbations Shixin Li, Zewei Li, Xiaojing Ma, Xiaofan Bai, Pingyi Hu, Dongmei Zhang, Bin Benjamin Zhu

CVPR 2025 Enhancing 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

NeurIPS 2025 GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao

TMLR 2025 Large Action Models: From Inception to Implementation Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, He Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jian-Guang Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

TMLR 2025 Large Language Model-Brained GUI Agents: A Survey Chaoyun Zhang, Shilin He, Jiaxu Qian, Bowen Li, Liqun Li, Si Qin, Yu Kang, Minghua Ma, Guyue Liu, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

AISTATS 2025 Learning Identifiable Structures Helps Avoid Bias in DNN-Based Supervised Causal Learning Jiaru Zhang, Rui Ding, Qiang Fu, Huang Bojun, Zizhen Deng, Yang Hua, Haibing Guan, Shi Han, Dongmei Zhang

NeurIPS 2025 MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Lingjiao Chen, Dongmei Zhang, Surajit Chaudhuri, H. V. Jagadish

ICLR 2025 OpenRCA: 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

CVPR 2025 Reason-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

ICLR 2025 RuAG: 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

CVPR 2025 SDBF: 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

NeurIPS 2025 SWE-Bench Goes Live! Linghao Zhang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Chengxing Xie, Junhao Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

ICLR 2025 Self-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

ICLR 2025 WizardMath: 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

TMLR 2025 Zoomer: Adaptive Image Focus Optimization for Black-Box MLLM Jiaxu Qian, Chendong Wang, Yifan Yang, Chaoyun Zhang, Huiqiang Jiang, Xufang Luo, Yu Kang, Qingwei Lin, Anlan Zhang, Shiqi Jiang, Ting Cao, Tianjun Mao, Suman Banerjee, Guyue Liu, Saravan Rajmohan, Dongmei Zhang, Yuqing Yang, Qi Zhang, Lili Qiu

AAAI 2024 FM-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

AAAI 2024 Text-to-Image Generation for Abstract Concepts Jiayi Liao, Xu Chen, Qiang Fu, Lun Du, Xiangnan He, Xiang Wang, Shi Han, Dongmei Zhang

AAAI 2024 Text2Analysis: 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

ICCV 2023 A 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

ICLR 2023 CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang

NeurIPS 2023 Conservative State Value Estimation for Offline Reinforcement Learning Liting Chen, Jie Yan, Zhengdao Shao, Lu Wang, Qingwei Lin, Saravanakumar Rajmohan, Thomas Moscibroda, Dongmei Zhang

ICCV 2023 LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang

CVPR 2023 LayoutFormer++: 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

NeurIPS 2023 LayoutPrompter: Awaken the Design Ability of Large Language Models Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang

ICLR 2023 Out-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

AAAI 2023 SheetPT: 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

ICLR 2023 Towards 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

AAAI 2023 Unveiling 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

AAAI 2022 Coarse-to-Fine Generative Modeling for Graphic Layouts Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang

NeurIPS 2022 Neuron with Steady Response Leads to Better Generalization Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang

IJCAI 2022 T-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

IJCAI 2022 Table 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

NeurIPS 2021 A Surrogate Objective Framework for Prediction+Programming with Soft Constraints Kai Yan, Jie Yan, Chuan Luo, Liting Chen, Qingwei Lin, Dongmei Zhang

AAAI 2021 Iterative Utterance Segmentation for Neural Semantic Parsing Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang

IJCAI 2021 Keep 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

IJCAI 2021 Predictive 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

AAAI 2021 Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization Yinuo Guo, Hualei Zhu, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang

NeurIPS 2020 Compositional Generalization by Learning Analytical Expressions Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang

NeurIPS 2020 Hierarchical Poset Decoding for Compositional Generalization in Language Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang

IJCAI 2020 How 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

IJCAI 2020 RECPARSER: 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

AAAI 2020 Reliable and Efficient Anytime Skeleton Learning Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

AAAI 2020 Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data Mengyu Zhou, Wang Tao, Pengxin Ji, Han Shi, Dongmei Zhang

AAAI 2019 FANDA: A Novel Approach to Perform Follow-up Query Analysis Qian Liu, Bei Chen, Jian-Guang Lou, Ge Jin, Dongmei Zhang

IJCAI 2019 Local Search with Efficient Automatic Configuration for Minimum Vertex Cover Chuan Luo, Holger H. Hoos, Shaowei Cai, Qingwei Lin, Hongyu Zhang, Dongmei Zhang

NeurIPSW 2019 Semantic Structure Extraction for Spreadsheet Tables with a Multi-Task Learning Architecture Haoyu Dong, Shijie Liu, Zhouyu Fu, Shi Han, Dongmei Zhang

AAAI 2019 TableSense: Spreadsheet Table Detection with Convolutional Neural Networks Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang

IJCAI 2017 DeepAM: Migrate APIs with Multi-Modal Sequence to Sequence Learning Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim

CVPR 1999 Harmonic Maps and Their Applications in Surface Matching Dongmei Zhang, Martial Hebert

CVPR 1997 Multi-Scale Classification of 3-D Objects Dongmei Zhang, Martial Hebert