| 2026 | AAAI | EquaCode: A Multi-Strategy Jailbreak Approach for Large Language Models via Equation Solving and Code Completion. | Zhen Liang, Hai Huang, Zhengkui Chen |
| 2026 | ISCAS | UMDAM: A Unified Data Layout and DRAM Address Mapping for Heterogeneous NPU-PIM. | Hai Huang, Xuhong Qiang, Weisheng Zhao, Chenchen Liu |
| 2026 | PAKDD | Compositional Concept-Based Neuron-Level Explanations for Deep Reinforcement Learning. | Zeyu Jiang, Hai Huang, Xingquan Zuo |
| 2025 | AAAI | ADBA: Approximation Decision Boundary Approach for Black-Box Adversarial Attacks. | Feiyang Wang, Xingquan Zuo, Hai Huang, Gang Chen |
| 2025 | ACL | CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling. | Minghui Fang, Shengpeng Ji, Jialong Zuo, Hai Huang, Yan Xia, Jieming Zhu, Xize Cheng, Xiaoda Yang, Wenrui Liu, Gang Wang, Zhenhua Dong, Zhou Zhao |
| 2025 | ACL | Enhancing Multimodal Unified Representations for Cross Modal Generalization. | Hai Huang, Yan Xia, Shengpeng Ji, Shulei Wang, Hanting Wang, Minghui Fang, Jieming Zhu, Zhenhua Dong, Sashuai Zhou, Zhou Zhao |
| 2025 | ACL | Language-Codec: Bridging Discrete Codec Representations and Speech Language Models. | Shengpeng Ji, Minghui Fang, Jialong Zuo, Ziyue Jiang, Dingdong Wang, Hanting Wang, Hai Huang, Zhou Zhao |
| 2025 | ACL | ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control. | Shengpeng Ji, Qian Chen, Wen Wang, Jialong Zuo, Minghui Fang, Ziyue Jiang, Hai Huang, Zehan Wang, Xize Cheng, Siqi Zheng, Zhou Zhao |
| 2025 | ADMA | Prompt-Tuning on Heterogeneous Information Networks for Cold-Start Recommendation. | Junfei Bao, Yanhu Mo, Bo Yan, Hai Huang, Chuan Shi |
| 2025 | CVPR | Towards Transformer-Based Aligned Generation with Self-Coherence Guidance. | Shulei Wang, Wang Lin, Hai Huang, Hanting Wang, Sihang Cai, WenKang Han, Tao Jin, Jingyuan Chen, Jiacheng Sun, Jieming Zhu, Zhou Zhao |
| 2025 | EMNLP | RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation. | Sashuai Zhou, Weinan Gan, Qijiong Liu, Ke Lei, Jieming Zhu, Hai Huang, Yan Xia, Ruiming Tang, Zhenhua Dong, Zhou Zhao |
| 2025 | ICASSP | Semantic Residual for Multimodal Unified Discrete Representation. | Hai Huang, Shulei Wang, Yan Xia |
| 2025 | ICASSP | DU-PMVS: Learned Patchmatch Multi-View Stereo Based on Deformable Feature Pyramid and Uncertainty Awareness Modeling. | Yutong Zheng, Hai Huang, Shan Yue, Hong Chen, Qing Wang |
| 2025 | ICCV | Open-Set Cross Modal Generalization via Multimodal Unified Representation. | Hai Huang, Yan Xia, Shulei Wang, Hanting Wang, Minghui Fang, Shengpeng Ji, Sashuai Zhou, Tao Jin, Zhou Zhao |
| 2025 | ICCV | Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations. | Hai Huang, Yan Xia, Sashuai Zhou, Hanting Wang, Shulei Wang, Zhou Zhao |
| 2025 | ICLR | Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation. | Mingyuan Zhou, Zhendong Wang, Huangjie Zheng, Hai Huang |
| 2025 | ICLR | Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step. | Mingyuan Zhou, Huangjie Zheng, Yi Gu, Zhendong Wang, Hai Huang |
| 2025 | ICML | IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models. | Hanting Wang, Tao Jin, Wang Lin, Shulei Wang, Hai Huang, Shengpeng Ji, Zhou Zhao |
| 2025 | ICML | TtBA: Two-third Bridge Approach for Decision-Based Adversarial Attack. | Feiyang Wang, Xingquan Zuo, Hai Huang, Gang Chen |
| 2025 | IJCAI | Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective. | Chang Liu, Hai Huang, Xingquan Zuo |
| 2025 | IJCNN | SCProtoNet: Spatial and Channel Reconstruction Prototype Network for Real Time instance Segmentation. | Zhou Fang, Hai Huang, Hong Chen, Shan Yue, Zhenqi Tang |
| 2025 | IJCNN | Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types. | Ziming Guo, Chao Ma, Yinggang Sun, Tiancheng Zhao, Guangyao Wang, Hai Huang |
| 2025 | IROS | High-Stiffness Path Planning for 7-DOF Cable-Driven Manipulators in Single and Dual-Arm Configurations. | Shunxiang Pang, Fan Guo, Bin Zhang, Hai Huang, Xiaoyang Pan, Weiwei Shang |
| 2025 | KDD | Benchmarking Graph Foundation Models. | Jinyu Yang, Liangwei Yang, Zeyuan Guo, Jiayi Gao, Jing Wu, Tianhao Chai, Hai Huang, Cheng Yang, Chuan Shi |
| 2025 | NAACL | Overcoming both Domain Shift and Label Shift for Referring Video Segmentation. | Hai Huang, Sashuai Zhou, Yan Xia |
| 2025 | NAACL | Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding. | Shulei Wang, Shuai Yang, Wang Lin, Zirun Guo, Sihang Cai, Hai Huang, Ye Wang, Jingyuan Chen, Tao Jin |
| 2025 | PAKDD | Multi-granularity Policy Explanation of Deep Reinforcement Learning Based on Saliency Map Clustering. | Yujiao Wang, Hai Huang, Xingquan Zuo |
| 2025 | UAI | RDI: An adversarial robustness evaluation metric for deep neural networks based on model statistical features. | Jialei Song, Xingquan Zuo, Feiyang Wang, Hai Huang, Tianle Zhang |
| 2024 | ICDM | Adaptive Graph Neural Networks for Cold-Start Multimedia Recommendation. | Zhen Li, Jibin Wang, Zhuo Chen, Kun Wu, Yuanzhen Wei, Hai Huang |
| 2024 | ICML | Less is More: on the Over-Globalizing Problem in Graph Transformers. | Yujie Xing, Xiao Wang, Yibo Li, Hai Huang, Chuan Shi |
| 2024 | ICML | Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation. | Mingyuan Zhou, Huangjie Zheng, Zhendong Wang, Mingzhang Yin, Hai Huang |
| 2024 | IJCNN | LRGAN: Learnable Weighted Recurrent Generative Adversarial Network for End-to-End Shadow Generation. | Junsheng Xue, Hai Huang, Zhong Zhou, Shibiao Xu, Aoran Chen |
| 2024 | IGARSS | UBC-CN: Fine-Grained Building Extraction Dataset For Chinese Regions. | Kaiqiang Chen, Xingliang Huang, Taowei Sheng, Xian Sun, Hai Huang |
| 2024 | IGARSS | Data on Demand: Automatic Generation of Customized Datasets for the Training of Building Detection in Remote Sensing Imagery. | Hai Huang, Kevin Hild, Yixuan Wang, Marco Krner, Helmut Mayer |
| 2024 | NAACL | Composite Backdoor Attacks Against Large Language Models. | Hai Huang, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang |
| 2024 | PAKDD | Random Mask Perturbation Based Explainable Method of Graph Neural Networks. | Xinyue Yang, Hai Huang, Xingquan Zuo |
| 2023 | CIKM | Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks. | Yijian Liu, Hongyi Zhang, Cheng Yang, Ao Li, Yugang Ji, Luhao Zhang, Tao Li, Jinyu Yang, Tianyu Zhao, Juan Yang, Hai Huang, Chuan Shi |
| 2023 | COMSNETS | On eBPF extensions to Kubernetes CNI datapath | Dushyant Behl, Hai Huang, Palanivel A. Kodeswaran, Sayandeep Sen |
| 2023 | IGARSS | Fully Automatic Generation of Training Data for Building Detection and Classification from Remote Sensing Imagery. | Yixuan Wang, Hai Huang, Coleen Cabalo, Marco Krner, Helmut Mayer |
| 2023 | SIGIR | GammaGL: A Multi-Backend Library for Graph Neural Networks. | Yaoqi Liu, Cheng Yang, Tianyu Zhao, Hui Han, Siyuan Zhang, Jing Wu, Guangyu Zhou, Hai Huang, Hui Wang, Chuan Shi |
| 2022 | CCS | On the Privacy Risks of Cell-Based NAS Architectures. | Hai Huang, Zhikun Zhang, Yun Shen, Michael Backes, Qi Li, Yang Zhang |
| 2022 | CVPR | Urban Building Classification (UBC) - A Dataset for Individual Building Detection and Classification from Satellite Imagery. | Xingliang Huang, Libo Ren, Chenglong Liu, Yixuan Wang, Hongfeng Yu, Michael Schmitt, Ronny Hnsch, Xian Sun, Hai Huang, Helmut Mayer |
| 2022 | IGARSS | Winter Wheat Yield Estimation by a New Way Coupling Markov Chain Monte Carlo and Ensemble Kalman Filtering. | Yantong Wu, Wenbo Xu, Hai Huang, Jianxi Huang |
| 2022 | IGARSS | Field Scale Winter Wheat Yield Estimation with Sentinel-2 Data and a Process Based Model. | Yantong Wu, Hai Huang, Wenbo Xu, Jianxi Huang |
| 2021 | CLOUD | Iter8: Online Experimentation in the Cloud. | Mert Toslali, Srinivasan Parthasarathy, Fbio Oliveira, Hai Huang, Ayse K. Coskun |
| 2021 | NDSS | Data Poisoning Attacks to Deep Learning Based Recommender Systems. | Hai Huang, Jiaming Mu, Neil Zhenqiang Gong, Qi Li, Bin Liu, Mingwei Xu |
| 2020 | ACCV | RGB-D Co-attention Network for Semantic Segmentation. | Hao Zhou, Lu Qi, Zhaoliang Wan, Hai Huang, Xu Yang |
| 2020 | ICONIP | GSDCN: A Customized Two-Stage Neural Network for Benthonic Organism Detection. | Zhaoliang Wan, Lu Zhang, Hai Huang, Xu Yang |
| 2020 | ICONIP | An Attention-Based Interaction-Aware Spatio-Temporal Graph Neural Network for Trajectory Prediction. | Hao Zhou, Dongchun Ren, Huaxia Xia, Mingyu Fan, Xu Yang, Hai Huang |
| 2020 | IGARSS | Winter Wheat Yield Estimation at the Field Scale By Assimilating Sentinel-2 LAI into Crop Growth Model. | Yantong Wu, Wenbo Xu, Hai Huang, Jianxi Huang, Feng Yin, Hongyuan Ma, Wen Zhuo, Xinran Gao, Qianrong Shen, Xinlei Wang |
| 2020 | IJCAI | Learning URI Selection Criteria to Improve the Crawling of Linked Open Data (Extended Abstract). | Hai Huang, Fabien Gandon |
| 2020 | IGARSS | Markov Chain Monte Carlo and Four-Dimensional Variational Approach Based Winter Wheat Yield Estimation. | Hai Huang, Jianxi Huang, Yantong Wu |
| 2019 | ICONIP | Keyphrase Generation with Word Attention. | Hai Huang, Tianshuo Huang, Longxuan Ma, Lei Zhang |
| 2019 | PAKDD | Label Distribution Learning Based Age-Invariant Face Recognition. | Hai Huang, Senlin Cheng, Zhong Hong, Liutong Xu |
| 2019 | PAKDD | Overall Loss for Deep Neural Networks. | Hai Huang, Senlin Cheng, Liutong Xu |
| 2018 | DASC | FTSGD: An Adaptive Stochastic Gradient Descent Algorithm for Spark MLlib. | Hong Zhang, Zixia Liu, Hai Huang, Liqiang Wang |
| 2018 | SC | bespoKV: application tailored scale-out key-value stores. | Ali Anwar, Yue Cheng, Hai Huang, Jingoo Han, Hyogi Sim, Dongyoon Lee, Fred Douglis, Ali Raza Butt |
| 2017 | JURIX | SmaRT Visualisation of Legal Rules for Compliance. | Selja Seppl, Marcello Ceci, Hai Huang, Leona O'Brien, Tom Butler |
| 2017 | MOBICOM | Programmable Weight Phased-Array Transmission for Secure Millimeter-Wave Wireless Communication. | Yuanquan Hong, Xiaojun Jing, Hui Gao, Hai Huang, Ning Gao, Jiaoxiao Xie |
| 2017 | PAKDD | PURE: A Novel Tripartite Model for Review Sentiment Analysis and Recommendation. | Yue Xue, Liutong Xu, Hai Huang, Yao Cheng |
| 2016 | VTC | Frequency Selective Convolutional Neural Networks for Traffic Sign Recognition. | Zifeng Lian, Xiaojun Jing, Songlin Sun, Hai Huang |
| 2016 | USENIX | Hyperprobe: Towards Virtual Machine Extrospection. | Jidong Xiao, Lei Lu, Hai Huang, Haining Wang |
| 2015 | ICNC | Real-time Network Risk Evaluation Paradigm-inspired by Immune. | Hai Huang, Dongqing Xie |
| 2015 | SecureComm | Defeating Kernel Driver Purifier. | Jidong Xiao, Hai Huang, Haining Wang |
| 2015 | SecureComm | Kernel Data Attack Is a Realistic Security Threat. | Jidong Xiao, Hai Huang, Haining Wang |
| 2014 | AVSS | Bit allocation for quality scalability coding of H.264/SVC. | Wang Bo, Li Teng, Songlin Sun, Xiaojun Jing, Hai Huang |
| 2014 | CNSM | Shadow patching: Minimizing maintenance windows in a virtualized enterprise environment. | Duy Le, Jidong Xiao, Hai Huang, Haining Wang |
| 2014 | DEXA | An Enhanced Genetic Algorithm for Web Service Location-Allocation. | Hai Huang, Hui Ma, Mengjie Zhang |
| 2014 | ICNP | You Are How You Touch: User Verification on Smartphones via Tapping Behaviors. | Nan Zheng, Kun Bai, Hai Huang, Haining Wang |
| 2014 | ICPP | SMARTH: Enabling Multi-pipeline Data Transfer in HDFS. | Hong Zhang, Liqiang Wang, Hai Huang |
| 2014 | IROS | Remote operated vehicle tether disturbances analysis and target tracking control. | Hai Huang, Mingwei Sheng, Yueming Li, Lei Wan, Yong-Jie Pang |
| 2014 | PIMRC | Compressive sensing based decryption method for covert CDD-OFDM transmission. | Yuhan Zheng, Fei Qi, Xinzhou Cheng, Xiaojun Jing, Hai Huang |
| 2014 | TridentCom | An Early Traffic Sampling Algorithm. | Ying Hou, Hai Huang, Dan Chen, Shengnan Wang, Peng Li |
| 2013 | DSN | Security implications of memory deduplication in a virtualized environment. | Jidong Xiao, Zhang Xu, Hai Huang, Haining Wang |
| 2013 | GRC | P2P traffic identification based on transfer learning. | Lin Cai, Xiaojun Jing, Songlin Sun, Hai Huang, Na Chen, Yueming Lu |
| 2013 | GRC | Combining SURF with MSER for image matching. | Lei Tao, Xiaojun Jing, Songlin Sun, Hai Huang, Na Chen, Yueming Lu |
| 2013 | IC2E | VBoom: Creating a Virtual Machine Real Estate Boom. | Kyung-Hwa Kim, Hai Huang, Salman Abdul Baset, Chunqiang Tang |
| 2013 | ICASSP | A study of the MVDR filter for acoustic echo suppression. | Hai Huang, Jacob Benesty, Jingdong Chen, Karim Helwani, Herbert Buchner |
| 2013 | IM | PseudoApp: Performance prediction for application migration to cloud. | Byung-Chul Tak, Chunqiang Tang, Hai Huang, Long Wang |
| 2013 | ISCAS | A 0.5V rate-resolution scalable SAR ADC with 63.7dB SFDR. | Hai Huang, Kun Ao, Zhiyong Guo, Qiang Li |
| 2013 | ProvSec | Authenticated Key Exchange Protocols Based on Factoring Assumption. | Hai Huang |
| 2013 | VTC | A Stable Expected Complexity Sphere Detection with IRA Enhancement. | Xiaolong Guo, Songlin Sun, Xiaojun Jing, Hai Huang |
| 2012 | CCS | A covert channel construction in a virtualized environment. | Jidong Xiao, Zhang Xu, Hai Huang, Haining Wang |
| 2012 | CSCWD | A nonnested collaborative optimization method for multidisciplinary design problems. | Beibei Wu, Hai Huang, Wenrui Wu |
| 2012 | CSCWD | Satellite multidisciplinary collaborative optimization with distributed computing. | Wenrui Wu, Hai Huang, Beibei Wu |
| 2012 | FAST | Understanding performance implications of nested file systems in a virtualized environment. | Duy Le, Hai Huang, Haining Wang |
| 2012 | INDIN | Study of vibration sensitive areas on 500kV power transformer tank. | Aidi Lin, Zebo Wang, Hai Huang, Jianping Zhou, Jinhui Wu |
| 2012 | NOMS | Patch management automation for enterprise cloud. | Hai Huang, Salman Baset, Chunqiang Tang, Ashu Gupta, K. N. Madhu Sudhan, Fazal Feroze, Rajesh Garg, Sumithra Ravichandran |
| 2011 | CIKM | Estimating selectivity for joined RDF triple patterns. | Hai Huang, Chengfei Liu |
| 2011 | ProvSec | Strongly Secure One Round Authenticated Key Exchange Protocol with Perfect Forward Security. | Hai Huang |
| 2010 | EuroSys | Splitter: a proxy-based approach for post-migration testing of web applications. | Xiaoning Ding, Hai Huang, Yaoping Ruan, Anees Shaikh, Brian Peterson, Xiaodong Zhang |
| 2010 | WWW | Selectivity estimation for SPARQL graph pattern. | Hai Huang, Chengfei Liu |
| 2010 | WISE | Query Relaxation for Star Queries on RDF. | Hai Huang, Chengfei Liu |
| 2009 | CCS | An ID-based authenticated key exchange protocol based on bilinear Diffie-Hellman problem. | Hai Huang, Zhenfu Cao |
| 2009 | IM | Building end-to-end management analytics for enterprise data centers. | Hai Huang, Yaoping Ruan, Anees Shaikh, Ramani Routray, Chung-Hao Tan, Sandeep Gopisetty |
| 2009 | WISE | Query Evaluation on Probabilistic RDF Databases. | Hai Huang, Chengfei Liu |
| 2008 | CSCWD | Design and optimization of beacon nodes for localization in mobile application. | Qianping Wang, Hai Huang, Xiaolong Su, Houquan Liu, Zhoufang Xiao |
| 2008 | WISE | Computing Relaxed Answers on RDF Databases. | Hai Huang, Chengfei Liu, Xiaofang Zhou |
| 2006 | ICNC | A Genetic Algorithm-Based Double-Objective Multi-constraint Optimal Cross-Region Cross-Sector Public Investment Model. | Tian Lei, Liu Lieli, Liyan Han, Hai Huang |
| 2006 | IROS | The Development on a New Biomechatronic Prosthetic Hand Based on Under-actuated Mechanism. | Hai Huang, Li Jiang, Dawei Zhao, Jingdong Zhao, Hegao Cai, Hong Liu, Peter Meusel, Bertram Willberg, Gerd Hirzinger |
| 2005 | CAIP | Multiple Feature Domains Information Fusion for Computer-Aided Clinical Electromyography. | Hongbo Xie, Hai Huang, Zhizhong Wang |
| 2005 | COMPSAC | Autonomous Hot Patching for Web-Based Applications. | Hai Huang, Wei-Tek Tsai, Yinong Chen |
| 2005 | COMPSAC | Adaptive Testing, Oracle Generation, and Test Case Ranking for Web Services. | Wei-Tek Tsai, Yinong Chen, Raymond A. Paul, Hai Huang, Xinyu Zhou, Xiao Wei |
| 2005 | ICNC | A Genetic Algorithm-Based Routing Service for Simulation Grid. | Wei Wu, Hai Huang, Zhong Zhou, Zhongshu Liu |
| 2005 | ICNC | Neural Networks Combination by Fuzzy Integral in Clinical Electromyography. | Hongbo Xie, Hai Huang, Zhizhong Wang |
| 2005 | ISADS | Developing and assuring trustworthy Web services. | Wei-Tek Tsai, Xiao Wei, Yinong Chen, Bingnan Xiao, Raymond A. Paul, Hai Huang |
| 2005 | ISLPED | Improving energy efficiency by making DRAM less randomly accessed. | Hai Huang, Kang G. Shin, Charles Lefurgy, Tom W. Keller |
| 2005 | ISORC | Proof Slicing with Application to Model Checking Web Services. | Hai Huang, Wei-Tek Tsai, Raymond A. Paul |
| 2005 | ISORC | Automated Model Checking and Testing for Composite Web Services. | Hai Huang, Wei-Tek Tsai, Raymond A. Paul, Yinong Chen |
| 2005 | SOSP | FS2: dynamic data replication in free disk space for improving disk performance and energy consumption. | Hai Huang, Wanda Hung, Kang G. Shin |
| 2004 | COMPSAC | Cooperative and Group Testing in Verification of Dynamic Composite Web Services. | Wei-Tek Tsai, Yinong Chen, Raymond A. Paul, Ning Liao, Hai Huang |
| 2004 | COMPSAC | Services-Oriented Dynamic Reconfiguration Framework for Dependable Distributed Computing. | Wei-Tek Tsai, Weiwei Song, Raymond A. Paul, Zhibin Cao, Hai Huang |
| 2003 | PADS | DVS: An Object-Oriented Framework for Distributed Verilog Simulation. | Lijun Li, Hai Huang, Carl Tropper |
| 2003 | USENIX | Design and Implementation of Power-Aware Virtual Memory. | Hai Huang, Padmanabhan Pillai, Kang G. Shin |
| 2002 | USENIX | Improving Wait-Free Algorithms for Interprocess Communication in Embedded Real-Time Systems. | Hai Huang, Padmanabhan Pillai, Kang G. Shin |
| 1999 | IJCNN | Recognition of 3D arm movements using neural networks. | Mu-Chun Su, Hai Huang, Yu-Xiang Zhao, Hsuen-Fan Chen, Yi-Yuan Chen |
| 1996 | COMPSAC | Business Rule Extraction from Legacy Code. | Hai Huang, Wei-Tek Tsai, Sourav Bhattacharya, Xiaoping Chen, Yamin Wang, Jianhua Sun |
| 1996 | SEKE | Generalized Program Slicing for Software Maintenance. | Hai Huang, Wei-Tek Tsai, Satish Subramanian |
| 1992 | SEKE | A Rule-Based Tool for Reverse Engineering from Source Code to Graphical Models. | Hai Huang, Kazuo Sugihara, Isao Miyamoto |