| 2026 | AAAI | DSCodeBench: A Realistic Benchmark for Data Science Code Generation. | Shuyin Ouyang, Dong Huang, Jingwen Guo, Zeyu Sun, Qihao Zhu, Jie M. Zhang |
| 2026 | ACL | TRACE: Evaluating Execution Efficiency of LLM-Based Code Translation. | Zhihao Gong, Zeyu Sun, Dong Huang, Qingyuan Liang, Jie M. Zhang, Dan Hao |
| 2026 | ICDE | Autohformer: Efficient Hierarchical Autoregressive Transformer for Time Series Prediction. | Qianru Zhang, Honggang Wen, Ming Li, Dong Huang, Siu-Ming Yiu, Christian S. Jensen, Pietro Li |
| 2025 | AAAI | Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment. | Jun Liu, Zhenglun Kong, Pu Zhao, Changdi Yang, Xuan Shen, Hao Tang, Geng Yuan, Wei Niu, Wenbin Zhang, Xue Lin, Dong Huang, Yanzhi Wang |
| 2025 | ACL | CodeArena: A Collective Evaluation Platform for LLM Code Generation. | Mingzhe Du, Anh Tuan Luu, Bin Ji, Xiaobao Wu, Yuhao Qing, Dong Huang, Terry Yue Zhuo, Qian Liu, See-Kiong Ng |
| 2025 | ACL | FoldMoE: Efficient Long Sequence MoE Training via Attention-MoE Pipelining. | Guichao Zhu, Lintian Lei, Yuhao Qing, Yichao Fu, Fanxin Li, Dong Huang, Zekai Sun, Heming Cui |
| 2025 | CIKM | HGAurban: Heterogeneous Graph Autoencoding for Urban Spatial-Temporal Learning. | Qianru Zhang, Xinyi Gao, Haixin Wang, Dong Huang, Siu-Ming Yiu, Hongzhi Yin |
| 2025 | DAC | SuperCopyback: Revisiting Copyback on Modern High-Performance NAND Flash-based SSDs. | Dong Huang, Bo Ding, Wei Tong, Dan Feng |
| 2025 | DATE | MPFS: A Scalable User-Space Persistent Memory File System for Multiple Processes. | Bo Ding, Wei Tong, Yu Hua, Yuchong Hu, Dong Huang, Qiankun Liu, Zhangyu Chen, Xueliang Wei, Dan Feng |
| 2025 | EMNLP | Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward. | Han Weng, Puzhen Wu, Longjie Cui, Yi Zhan, Boyi Liu, Yuanfeng Song, Dun Zeng, Yingxiang Yang, Qianru Zhang, Dong Huang, Xiaoming Yin, Yang Sun, Xing Chen |
| 2025 | ICASSP | Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution Perspective. | Tianyang Duan, Zongyuan Zhang, Zheng Lin, Yue Gao, Ling Xiong, Yong Cui, Hongbin Liang, Xianhao Chen, Heming Cui, Dong Huang |
| 2025 | ICASSP | Selective Consistency Gradient Attack: Resolving Multi-Target Gradient Conflicts in Object Detection. | Dong Huang, Tianrun Jia, Pengyu Zhang, Ruihang Ji, Shuzhi Sam Ge |
| 2025 | ICASSP | RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation. | Jun Liu, Zhenglun Kong, Peiyan Dong, Xuan Shen, Pu Zhao, Hao Tang, Geng Yuan, Wei Niu, Wenbin Zhang, Xue Lin, Dong Huang, Yanzhi Wang |
| 2025 | ICECCS | A Vision for Access Control in LLM Agent Systems. | Dong Huang, Jie Li, Hongyi Cai, Xinfeng Li, Yijia Xu, Wenbin Tang, Jie Zhang, Yang Liu |
| 2025 | ICIG | Spatiotemporal Feature Fusion for Glioblastoma Recurrence Prediction Using Mamba-Based Dual-Stream Framework. | Chengwei Chen, Dong Huang, Yao Zheng, Jie Wei, Yuefei Feng, Tianci Liu, Junmei Feng, Yang Liu |
| 2025 | ICML | EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning. | Dong Huang, Guangtao Zeng, Jianbo Dai, Meng Luo, Han Weng, Yuhao Qing, Heming Cui, Zhijiang Guo, Jie Zhang |
| 2025 | ICML | Sample Complexity of Correlation Detection in the Gaussian Wigner Model. | Dong Huang, Pengkun Yang |
| 2025 | ICPADS | Two Heads are Better than One: Robust Learning Meets Multi-branch Models. | Zongyuan Zhang, Qingwen Bu, Tianyang Duan, Zheng Lin, Yuhao Qing, Zihan Fang, Heming Cui, Dong Huang |
| 2025 | ICPADS | Multi-View Clustering via Flexible Dual-Level Fusion. | Guangyu Zhang, Jiaming Deng, Zihao Wen, Dong Huang, Chang-Dong Wang |
| 2025 | ICPADS | Dual-Level Facilitated Multi-View Contrastive Graph Clustering. | Guangyu Zhang, Zi-Ying Li, Hai-Yan Wang, Dong Huang, Chang-Dong Wang, Yang Liu |
| 2025 | IROS | Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks. | Zongyuan Zhang, Tianyang Duan, Zheng Lin, Dong Huang, Zihan Fang, Zekai Sun, Ling Xiong, Hongbin Liang, Heming Cui, Yong Cui, Yue Gao |
| 2024 | ADMA | Correlation Analysis of Adversarial Attack in Time Series Classification. | Zhengyang Li, Wenhao Liang, Chang Dong, Weitong Chen, Dong Huang |
| 2024 | COLT | Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs. | Dong Huang, Xianwen Song, Pengkun Yang |
| 2024 | DATE | A Read Latency Variation Aware Independent Read Scheme for QLC SSDs. | Dong Huang, Dan Feng, Qiankun Liu, Bo Ding, Wei Zhao, Xueliang Wei, Wei Tong |
| 2024 | ICASSP | DF-VTON: Dense Flow Guided Virtual Try-On Network. | Haoye Dong, Jun Liu, Dong Huang |
| 2024 | ICDM | HomoMGC: Homophily-Enhanced Adaptive Graph Refinement for Multi-View Graph Clustering. | Man-Sheng Chen, Xiaosha Cai, Chang-Dong Wang, Dong Huang, Min Chen, Mohsen Guizani |
| 2024 | ICLR | Adversarial Feature Map Pruning for Backdoor. | Dong Huang, Qingwen Bu |
| 2024 | IJCNN | Confidence-oriented Contrastive Graph Clustering. | Yan-Di Huang, Guang-Yu Zhang, Dong Huang, Chang-Dong Wang, Yang Liu, Enbo Huang |
| 2024 | ICRA | AGRNav: Efficient and Energy-Saving Autonomous Navigation for Air-Ground Robots in Occlusion-Prone Environments. | Junming Wang, Zekai Sun, Xiuxian Guan, Tianxiang Shen, Zongyuan Zhang, Tianyang Duan, Dong Huang, Shixiong Zhao, Heming Cui |
| 2024 | ISSRE | Themis: Automatic and Efficient Deep Learning System Testing with Strong Fault Detection Capability. | Dong Huang, Tsz On Li, Xiaofei Xie, Heming Cui |
| 2024 | WACV | Physical-space Multi-body Mesh Detection Achieved by Local Alignment and Global Dense Learning. | Haoye Dong, Tiange Xiang, Sravan Chittupalli, Jun Liu, Dong Huang |
| 2023 | CVPR | Zero-Shot Model Diagnosis. | Jinqi Luo, Zhaoning Wang, Chen Henry Wu, Dong Huang, Fernando De la Torre |
| 2023 | ICCV | Towards Building More Robust Models with Frequency Bias. | Qingwen Bu, Dong Huang, Heming Cui |
| 2023 | ICCV | Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos. | Haoyuan Li, Haoye Dong, Hanchao Jia, Dong Huang, Michael C. Kampffmeyer, Liang Lin, Xiaodan Liang |
| 2023 | ICIG | Local Fusion Synthetic CT Network for Improving the Quality of CBCT in Cervical Cancer Radiotherapy. | Dong Huang, Xiaoshuo Hao, Hua Yang, Yao Zheng, Yuefei Feng, Yang Liu |
| 2022 | CVPR | The Two Dimensions of Worst-case Training and Their Integrated Effect for Out-of-domain Generalization. | Zeyi Huang, Haohan Wang, Dong Huang, Yong Jae Lee, Eric P. Xing |
| 2022 | CVPR | Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. | Zechun Liu, Kwang-Ting Cheng, Dong Huang, Eric P. Xing, Zhiqiang Shen |
| 2022 | ICANN | D-TRACE: Deep Triply-Aligned Clustering. | Ding-Hua Chen, Dong Huang, Haiyan Cheng, Chang-Dong Wang |
| 2022 | KDD | Efficient Orthogonal Multi-view Subspace Clustering. | Man-Sheng Chen, Chang-Dong Wang, Dong Huang, Jian-Huang Lai, Philip S. Yu |
| 2022 | VTC | Robust and Outage-Constrained Energy Efficiency Optimization in RIS-Assisted NOMA Networks. | Yanan Xin, Yongjun Xu, Qilie Liu, Chongwen Huang, Dong Huang, Jihua Zhou |
| 2021 | AAAI | Large Norms of CNN Layers Do Not Hurt Adversarial Robustness. | Youwei Liang, Dong Huang |
| 2021 | CVPR | Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs. | Jianwei Feng, Dong Huang |
| 2021 | DASFAA | Consistency- and Inconsistency-Aware Multi-view Subspace Clustering. | Guang-Yu Zhang, Xiao-Wei Chen, Yu-Ren Zhou, Chang-Dong Wang, Dong Huang |
| 2021 | ICCV | Elaborative Rehearsal for Zero-shot Action Recognition. | Shizhe Chen, Dong Huang |
| 2021 | ICML | How Do Adam and Training Strategies Help BNNs Optimization. | Zechun Liu, Zhiqiang Shen, Shichao Li, Koen Helwegen, Dong Huang, Kwang-Ting Cheng |
| 2021 | ICONIP | Link-Based Consensus Clustering with Random Walk Propagation. | Xiaosha Cai, Dong Huang |
| 2021 | ICONIP | Detecting Helmets on Motorcyclists by Deep Neural Networks with a Dual-Detection Scheme. | Chun-Hong Li, Dong Huang |
| 2021 | ICONIP | Single-Image Smoker Detection by Human-Object Interaction with Post-refinement. | Hua-Bao Ling, Dong Huang |
| 2020 | AAAI | Multi-View Clustering in Latent Embedding Space. | Man-Sheng Chen, Ling Huang, Chang-Dong Wang, Dong Huang |
| 2020 | ADMA | Subspace-Weighted Consensus Clustering for High-Dimensional Data. | Xiaosha Cai, Dong Huang |
| 2020 | CVPR | Multiple Anchor Learning for Visual Object Detection. | Wei Ke, Tianliang Zhang, Zeyi Huang, Qixiang Ye, Jianzhuang Liu, Dong Huang |
| 2020 | ECCV | Self-challenging Improves Cross-Domain Generalization. | Zeyi Huang, Haohan Wang, Eric P. Xing, Dong Huang |
| 2020 | PAKDD | Spectral Clustering by Subspace Randomization and Graph Fusion for High-Dimensional Data. | Xiaosha Cai, Dong Huang, Chang-Dong Wang, Chee-Keong Kwoh |
| 2020 | WCNC | Exact algorithms for barrier coverage with line-based deployed rotatable directional sensors. | Zijing Ma, Shuangjuan Li, Dong Huang |
| 2020 | WACV | Improving Object Detection with Inverted Attention. | Zeyi Huang, Wei Ke, Dong Huang |
| 2019 | CLUSTER | DP_Greedy: A Two-Phase Caching Algorithm for Mobile Cloud Services. | Dong Huang, Xiaopeng Fan, Yang Wang, Shuibing He, Cheng-Zhong Xu |
| 2019 | DASFAA | Multi-view Spectral Clustering via Multi-view Weighted Consensus and Matrix-Decomposition Based Discretization. | Man-Sheng Chen, Ling Huang, Chang-Dong Wang, Dong Huang |
| 2019 | ICCV | Person-in-WiFi: Fine-Grained Person Perception Using WiFi. | Fei Wang, Sanping Zhou, Stanislav Panev, Jinsong Han, Dong Huang |
| 2019 | ICDM | Consistency Meets Inconsistency: A Unified Graph Learning Framework for Multi-view Clustering. | Youwei Liang, Dong Huang, Chang-Dong Wang |
| 2019 | ICIG | Pulmonary DR Image Anomaly Detection Based on Deep Learning. | Zhendong Song, Lei Fan, Dong Huang, Xiaoyi Feng |
| 2019 | ISCAS | A Digitally Controlled CMOS Receiver with -14 dBm P1dB for 77 GHz Automotive Radar. | Dongfang Pan, Zongming Duan, Bowen Wu, Yan Wang, Dong Huang, Yan Wang, Ping Gui, Liguo Sun |
| 2019 | WACV | Minding the Gaps in a Video Action Analysis Pipeline. | Jia Chen, Jiang Liu, Junwei Liang, Ting-Yao Hu, Wei Ke, Wayner Barrios, Dong Huang, Alexander G. Hauptmann |
| 2018 | CVPR | PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos. | Dingwen Zhang, Guangyu Guo, Dong Huang, Junwei Han |
| 2018 | DASFAA | Attributed Network Embedding with Micro-meso Structure. | Juan-Hui Li, Chang-Dong Wang, Ling Huang, Dong Huang, Jian-Huang Lai, Pei Chen |
| 2018 | DASFAA | Low-Rank and Sparse Cross-Domain Recommendation Algorithm. | Zhi-Lin Zhao, Ling Huang, Chang-Dong Wang, Dong Huang |
| 2018 | Tencon | A Generalized Predictive Framework for Data Driven Prognostics and Diagnostics using Machine Logs. | Shili Xiang, Dong Huang, Xiaoli Li |
| 2017 | CVPR | Soft-Margin Mixture of Regressions. | Dong Huang, Longfei Han, Fernando De la Torre |
| 2017 | CVPR | Learning Category-Specific 3D Shape Models from Weakly Labeled 2D Images. | Dingwen Zhang, Junwei Han, Yang Yang, Dong Huang |
| 2017 | ICONIP | LWMC: A Locally Weighted Meta-Clustering Algorithm for Ensemble Clustering. | Dong Huang, Chang-Dong Wang, Jian-Huang Lai |
| 2017 | IJCAI | Self-paced Mixture of Regressions. | Longfei Han, Dingwen Zhang, Dong Huang, Xiaojun Chang, Jun Ren, Senlin Luo, Junwei Han |
| 2017 | PAKDD | Community Detection in Graph Streams by Pruning Zombie Nodes. | Yue Ding, Ling Huang, Chang-Dong Wang, Dong Huang |
| 2016 | ICMLC | Computational representation and annotation system for Cognitive Construction Grammar. | Kai Chen, Dong Huang, Qingcai Chen, Chao Zhang |
| 2016 | ICPR | Ensemble-driven support vector clustering: From ensemble learning to automatic parameter estimation. | Dong Huang, Chang-Dong Wang, Jian-Huang Lai, Yun Liang, Shan Bian, Yu Chen |
| 2016 | IJCNN | FTMF: Recommendation in social network with Feature Transfer and Probabilistic Matrix Factorization. | Zhi-Lin Zhao, Chang-Dong Wang, Yuan-Yu Wan, Jian-Huang Lai, Dong Huang |
| 2016 | TrustCom | CSBD: A Nonlinear Clustering Method Based on Cluster Shrinking and Border Detection. | Chao Chen, Kun-Yu Lin, Chang-Dong Wang, Dong Huang |
| 2015 | PAKDD | Achieving Accuracy Guarantee for Answering Batch Queries with Differential Privacy. | Dong Huang, Shuguo Han, Xiaoli Li |
| 2015 | PAKDD | A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field. | Jin Xu, Shinjae Yoo, Dantong Yu, Hao Huang, Dong Huang, John Heiser, Paul Kalb |
| 2015 | SAC | Solar irradiance forecasting using multi-layer cloud tracking and numerical weather prediction. | Jin Xu, Shinjae Yoo, Dantong Yu, Dong Huang, John Heiser, Paul Kalb |
| 2015 | SENSYS | Device-free Human Activity Recognition using CSI. | Wei Xi, Dong Huang, Kun Zhao, Yubo Yan, Yuanhang Cai, Rong Ma, Deng Chen |
| 2015 | UIC | Fourier Transform of Two Component Quasi-Periodic Optical Superlatticen. | Dong Huang, XiaoJie Liang |
| 2015 | SSDBM | Orthogonal mechanism for answering batch queries with differential privacy. | Dong Huang, Shuguo Han, Xiaoli Li, Philip S. Yu |
| 2014 | CVPR | Complex Non-rigid Motion 3D Reconstruction by Union of Subspaces. | Yingying Zhu, Dong Huang, Fernando De la Torre, Simon Lucey |
| 2014 | ECCV | Sequential Max-Margin Event Detectors. | Dong Huang, Shitong Yao, Yi Wang, Fernando De la Torre |
| 2014 | SAC | 3D cloud detection and tracking for solar forecast using multiple sky imagers. | Zhenzhou Peng, Shinjae Yoo, Dantong Yu, Dong Huang, Paul Kalb, John Heiser |
| 2012 | ECCV | Robust Regression. | Dong Huang, Ricardo Silveira Cabral, Fernando De la Torre |
| 2012 | ECCV | Facial Action Transfer with Personalized Bilinear Regression. | Dong Huang, Fernando De la Torre |
| 2012 | ICASSP | Fast emotion detection from EEG using asymmetric spatial filtering. | Dong Huang, Haihong Zhang, Kai Keng Ang, Cuntai Guan, Yaozhang Pan, Chuanchu Wang, Juanhong Yu |
| 2012 | ICPR | Incremental support vector clustering with outlier detection. | Dong Huang, Jian-Huang Lai, Chang-Dong Wang |
| 2012 | IJCNN | Asymmetric Spatial Pattern for EEG-based emotion detection. | Dong Huang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Yaozhang Pan |
| 2012 | IJCNN | Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG. | Yaozhang Pan, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Huijuan Yang, Dong Huang, Shih-Hui Lim |
| 2011 | CVPR | Non-rigid tracking of musk shrews in video for detection of emetic episodes. | Dong Huang, Kelly Meyers, Sverine Henry, Fernando De la Torre, Charles Christopher Horn |
| 2011 | CVPR | Supervised local subspace learning for continuous head pose estimation. | Dong Huang, Markus Storer, Fernando De la Torre, Horst Bischof |
| 2011 | CVPR | Local isomorphism to solve the pre-image problem in kernel methods. | Dong Huang, Yuandong Tian, Fernando De la Torre |
| 2011 | ICDM | Kernel-Based Clustering with Automatic Cluster Number Selection. | Chang-Dong Wang, Jian-Huang Lai, Dong Huang |
| 2011 | ICDM | Incremental Support Vector Clustering. | Chang-Dong Wang, Jian-Huang Lai, Dong Huang |
| 2010 | ECCV | Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis. | Dong Huang, Fernando De la Torre |
| 2008 | CEC | Memetic algorithm for dynamic resource allocation in multiuser OFDM based Cognitive Radio systems. | Dong Huang, Cyril Leung, Chunyan Miao |
| 2008 | ISKE | A kernel view of manifold analysis for face images. | Dong Huang, Zhang Yi, Xiaorong Pu |
| 2007 | IGARSS | Retrieving 3D canopy structure from synergistic analysis of multi-angle and lidar data. | Mitchell Schull, Sangram Ganguly, Arindam Samanta, Julian Jenkins, Yuri Knyazikhin, Ranga B. Myneni, Dong Huang |
| 2007 | IGARSS | Physically based methodology for generating LAI and FPAR earth system data records from AVHRR and MODIS. | Sangram Ganguly, Mitchell Schull, Arindam Samanta, Yuri Knyazikhin, Nikolay V. Shabanov, Ranga B. Myneni, Dong Huang |
| 2006 | ICIP | A Novel LDA Algorithm Based on Approximate Error Probability with Application to Face Recognition. | Dong Huang, Cheng Xiang |
| 2005 | MMSP | Face Recognition Using Recursive Cluster-Based Linear Discriminant. | Cheng Xiang, Dong Huang |
| 2004 | ER | GiSA: A Grid System for Genome Sequences Assembly. | Jun Tang, Dong Huang, Chen Wang, Wei Wang, Baile Shi |