| 2026 | AAAI | ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion. | Ling Ding, Zhizhi Yu, Di Jin, Lei Huang |
| 2026 | AAAI | Polysemic Semantic Instance Network for Cross-Modal Hashing. | Shuo Han, Qibing Qin, Kezhen Xie, Wenfeng Zhang, Lei Huang |
| 2026 | AAAI | QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression. | Lei Huang, Rui Zhang, Jiaming Guo, Yang Zhang, Di Huang, Shuyao Cheng, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Yunji Chen, Qi Guo |
| 2026 | AAAI | LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning. | Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Lei Huang, Weitao Ma, Qichen Hong, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin |
| 2026 | ACL | SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution. | Xiachong Feng, Yi Jiang, Xiaocheng Feng, Deyi Yin, Libo Qin, Yangfan Ye, Lei Huang, Weitao Ma, Yuxuan Gu, Chonghan Qin, Bing Qin, Lingpeng Kong |
| 2026 | ACL | Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play. | Xiachong Feng, Deyi Yin, Xiaocheng Feng, Yi Jiang, Libo Qin, Yangfan Ye, Lei Huang, Weitao Ma, Qiming Li, Yuxuan Gu, Bing Qin, Lingpeng Kong |
| 2026 | ACL | Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management. | Weitao Ma, Xiaocheng Feng, Lei Huang, Xiachong Feng, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Bing Qin |
| 2026 | ACL | x1: Learning to Think Adaptively Across Languages and Cultures. | Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Yichong Huang, Zekun Yuan, Lei Huang, Weitao Ma, Qichen Hong, Yunfei Lu, Dandan Tu, Bing Qin |
| 2026 | ACL | Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression. | Liang Zhao, Xiaocheng Feng, Weihong Zhong, Lei Huang, Kun Zhu, Baoxin Wang, Dayong Wu, Guoping Hu, Ting Liu, Bing Qin |
| 2026 | ISIT | Counting and Entropy Bounds for Structure-Avoiding Spatially-Coupled LDPC Constructions. | Lei Huang |
| 2025 | AAAI | Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion. | Ling Ding, Lei Huang, Zhizhi Yu, Di Jin, Dongxiao He |
| 2025 | ACL | Length Controlled Generation for Black-box LLMs. | Yuxuan Gu, Wenjie Wang, Xiaocheng Feng, Weihong Zhong, Kun Zhu, Lei Huang, Ting Liu, Bing Qin, Tat-Seng Chua |
| 2025 | ACL | Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning. | Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yuxuan Gu, Yangfan Ye, Liang Zhao, Weihong Zhong, Baoxin Wang, Dayong Wu, Guoping Hu, Lingpeng Kong, Tong Xiao, Ting Liu, Bing Qin |
| 2025 | ACL | Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization. | Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yangfan Ye, Weihong Zhong, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Bing Qin |
| 2025 | ACL | One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit. | Weitao Ma, Xiyuan Du, Xiaocheng Feng, Lei Huang, Yichong Huang, Huiyi Zhang, Xiaoliang Yang, Baohang Li, Xiachong Feng, Ting Liu, Bing Qin |
| 2025 | ACL | CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning. | Yangfan Ye, Xiaocheng Feng, Zekun Yuan, Xiachong Feng, Libo Qin, Lei Huang, Weitao Ma, Yichong Huang, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin |
| 2025 | CIKM | Twin-Flow Generative Ranking Network for Recommendation. | Hao Guo, Erpeng Xue, Lei Huang, Shichao Wang, Xiaolei Wang, Lei Wang, Jinpeng Wang, Zeshun Li, Sheng Chen |
| 2025 | COLING | SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment. | Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu |
| 2025 | COLING | Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis. | Weitao Ma, Xiaocheng Feng, Weihong Zhong, Lei Huang, Yangfan Ye, Xiachong Feng, Bing Qin |
| 2025 | EMNLP | Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models. | Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, JingBo Zhu |
| 2025 | EMNLP | From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems. | Zekun Zhou, Xiaocheng Feng, Lei Huang, Xiachong Feng, Ziyun Song, Ruihan Chen, Liang Zhao, Weitao Ma, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Ting Liu, Bing Qin |
| 2025 | EMNLP | Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering. | Kun Zhu, Lizi Liao, Yuxuan Gu, Lei Huang, Xiaocheng Feng, Bing Qin |
| 2025 | EuroSys | CAPSys: Contention-aware task placement for data stream processing. | Yuanli Wang, Lei Huang, Zikun Wang, Vasiliki Kalavri, Ibrahim Matta |
| 2025 | ICML | Clustering Properties of Self-Supervised Learning. | Xi Weng, Jianing An, Xudong Ma, Binhang Qi, Jie Luo, Xi Yang, Jin Song Dong, Lei Huang |
| 2025 | INFOCOM | Prototype: A Keyword Spotting-Based Intelligent Audio SoC for IoT. | Huihong Liang, Dongxuan Jia, Youquan Wang, Longtao Huang, Shida Zhong, Luping Xiang, Lei Huang, Tao Yuan |
| 2025 | ITW | Bounds and Constructions of High-Memory Spatially-Coupled Codes. | Lei Huang |
| 2025 | KDD | Theory Instead of Experiment (TIE): A Creator Valuation System at Tencent. | Lei Huang, Juanjuan Zhang |
| 2025 | VTC | Joint Beamforming and Location Optimization for Multiple UAV-mounted RISs Assisted Networks. | Zhenqiu Jian, Junjie Ye, Peichang Zhang, Qiang Li, Lei Huang |
| 2025 | VTC | Multi-RIS-Assisted Secure Communications in mmWave Vehicular Network. | Peiguo Sun, Ying Ju, Yiting Yan, Lei Huang, Lei Liu, Mian Ahmad Jan, Kok-Lim Alvin Yau, Shahid Mumtaz |
| 2025 | VTC | Fluid RIS-aided Communication Systems with One-bit DACs: Design and Optimization. | Junjie Ye, Peichang Zhang, Xiao-Peng Li, Lei Huang, Yuanwei Liu, Arumugam Nallanathan |
| 2025 | SIGIR | Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User. | Xiaolei Wang, Chunxuan Xia, Junyi Li, Fanzhe Meng, Lei Huang, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen |
| 2024 | ACL | Learning Fine-Grained Grounded Citations for Attributed Large Language Models. | Lei Huang, Xiaocheng Feng, Weitao Ma, Yuxuan Gu, Weihong Zhong, Xiachong Feng, Weijiang Yu, Weihua Peng, Duyu Tang, Dandan Tu, Bing Qin |
| 2024 | ACL | Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models. | Weihong Zhong, Xiaocheng Feng, Liang Zhao, Qiming Li, Lei Huang, Yuxuan Gu, Weitao Ma, Yuan Xu, Bing Qin |
| 2024 | BPM | From Conventional to IoT-Enhanced: Object-Centric Event Logs for Real-Life Logistics Processes. | Jia Wei, Chun Ouyang, Weiguang Ma, Deyou Jiang, Jianglan Xia, Arthur H. M. ter Hofstede, Ying Wang, Lei Huang |
| 2024 | CIKM | EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation. | Lei Huang, Weitao Li, Chenrui Zhang, Jinpeng Wang, Xianchun Yi, Sheng Chen |
| 2024 | CIKM | GameTrail: Probabilistic Lifecycle Process Model for Deep Game Understanding. | Shanyang Jiang, Lan Zhang, Hui Xu, Jiahui Huang, Qi He, Xing Zhou, Lei Huang, Jie Jiang |
| 2024 | CoRL | VIRL: Self-Supervised Visual Graph Inverse Reinforcement Learning. | Lei Huang, Weijia Cai, Zihan Zhu, Chen Feng, Helge Rhodin, Zhengbo Zou |
| 2024 | CVPR | Robust Synthetic-to-Real Transfer for Stereo Matching. | Jiawei Zhang, Jiahe Li, Lei Huang, Xiaohan Yu, Lin Gu, Jin Zheng, Xiao Bai |
| 2024 | ECCV | CoR-GS: Sparse-View 3D Gaussian Splatting via Co-regularization. | Jiawei Zhang, Jiahe Li, Xiaohan Yu, Lei Huang, Lin Gu, Jin Zheng, Xiao Bai |
| 2024 | EMNLP | Advancing Large Language Model Attribution through Self-Improving. | Lei Huang, Xiaocheng Feng, Weitao Ma, Liang Zhao, Yuchun Fan, Weihong Zhong, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin |
| 2024 | GLOBECOM | Two-Level Dependent Task Elastic Scheduling for Mobile Edge Computing. | Jinxiang Yu, Jinkai Wang, Lei Huang, Yibo Yuan, Chengsheng Cai, Dongxiao Zhao, Jie Feng, Qingqi Pei |
| 2024 | HCI | Long-Term Gamification: A Survey. | Lei Huang, Chao Deng, Jennifer Hoffman, Reza Hadi Mogavi, Justin Juho Kim, Pan Hui |
| 2024 | ICLR | Modulate Your Spectrum in Self-Supervised Learning. | Xi Weng, Yunhao Ni, Tengwei Song, Jie Luo, Rao Muhammad Anwer, Salman Khan, Fahad Khan, Lei Huang |
| 2024 | ICML | On the Nonlinearity of Layer Normalization. | Yunhao Ni, Yuxin Guo, Junlong Jia, Lei Huang |
| 2024 | ICONIP | scPER2P: Parameter-Efficient Single-Cell LLM for Translated Proteome Profiles. | Yuchen Wang, Xingjian Chen, Zetian Zheng, Weidun Xie, Fuzhou Wang, Lei Huang, Ka-Chun Wong |
| 2024 | IGARSS | Instantaneous SAR-GMTI for Near Field Perception. | Jiawen Pan, Bo Zhao, Qiuchen Liu, Lei Huang, Shiqi Liu, Sijia Lai |
| 2024 | KDD | ADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising. | Ruize Wang, Hui Xu, Ying Cheng, Qi He, Xing Zhou, Rui Feng, Wei Xu, Lei Huang, Jie Jiang |
| 2024 | KSEM | A Hierarchical Neural Task Scheduling Algorithm in the Operating System of Neuromorphic Computers. | Lei Huang, Pan Lv, Xin Du, Ouwen Jin, Shuiguang Deng |
| 2023 | AAAI | MDM: Molecular Diffusion Model for 3D Molecule Generation. | Lei Huang, Hengtong Zhang, Tingyang Xu, Ka-Chun Wong |
| 2023 | APNOMS | CA-STCNN: An Attention-based Hybrid Deep Learning Model for Encrypted Traffic Classification. | Hongyang Sun, Huiling Shi, Lei Zhang, Lei Huang, Wei Zhang |
| 2023 | GLOBECOM | Performance Analysis of Cross-Layer Scheduling with Continuous States: A Quantized Markov Model. | Lei Huang, Wei Chen |
| 2023 | ICASSP | WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural Networks. | Shaowu Chen, Weize Sun, Lei Huang |
| 2023 | ICASSP | Bias Reduced Semidefinite Relaxation Method for Multistatic Localization in the Absence of Transmitter Position And Its Synchronization. | Jian Pei, Gang Wang, K. C. Ho, Lei Huang |
| 2023 | ICONIP | Two-Phase Semantic Retrieval for Explainable Multi-Hop Question Answering. | Qin Wang, Jianzhou Feng, Ganlin Xu, Lei Huang |
| 2023 | IECON | Design and Analysis of a Field Modulated Transverse Flux Linear Generator Used in Direct Drive Wave Energy Converter. | Minshuo Chen, Lei Huang, Yuan Li, Jiyu Zhang, Peiwen Tan, Ghulam Ahmad |
| 2023 | WCNC | A Two-Stage Beamforming Design for Active RIS Aided Dual Functional Radar and Communication. | Zhen Chen, Junjie Ye, Lei Huang |
| 2023 | WCNC | Delay-Oriented Knowledge-Driven Resource Allocation in SAGIN-Based Vehicular Networks. | Lei Huang, Ruijin Sun, Nan Cheng, Yilong Hui, Dandan Liang |
| 2023 | SC | Fine-grained Policy-driven I/O Sharing for Burst Buffers. | Ed Karrels, Lei Huang, Yuhong Kan, Ishank Arora, Yinzhi Wang, Daniel S. Katz, William Gropp, Zhao Zhang |
| 2023 | SENSYS | RoboAuditor: Goal-Oriented Robotic System for Assessing Energy-intensive Indoor Appliance via Visual Language Models. | Weijia Cai, Lei Huang, Zhengbo Zou |
| 2022 | CVPR | Delving into the Estimation Shift of Batch Normalization in a Network. | Lei Huang, Yi Zhou, Tian Wang, Jie Luo, Xianglong Liu |
| 2022 | CVPR | Bi-level Doubly Variational Learning for Energy-based Latent Variable Models. | Ge Kan, Jinhu L, Tian Wang, Baochang Zhang, Aichun Zhu, Lei Huang, Guodong Guo, Hichem Snoussi |
| 2022 | CVPR | Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective. | Jiawei Zhang, Xiang Wang, Xiao Bai, Chen Wang, Lei Huang, Yimin Chen, Lin Gu, Jun Zhou, Tatsuya Harada, Edwin R. Hancock |
| 2022 | ICASSP | T-SVD Based Broadband Non-Synchronous Measurements. | Long Chen, Weize Sun, Lei Huang, Guitong Chen |
| 2022 | ICASSP | Semidefinite Relaxation Method for Moving Object Localization Using a Stationary Transmitter at Unknown Position. | Ruichao Zheng, Gang Wang, K. C. Ho, Lei Huang |
| 2022 | ICDCS | Towards Elasticity in Heterogeneous Edge-dense Environments. | Lei Huang, Zhiying Liang, Nikhil Sreekumar, Sumanth Kaushik, Abhishek Chandra, Jon B. Weissman |
| 2022 | IJCNN | Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models. | Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song |
| 2022 | IECON | Optimal Energy Management Scheme for Wave-HESS DC Microgrid. | Peiwen Tan, Lei Huang, Minshuo Chen, Yang Li, Ruiyang Ma, Jianlong Yang |
| 2022 | IECON | An Improved Model Predictive Current Control for Permanent Magnet Linear Generator of Direct-Drive Wave Energy Converters. | Lai Wei, Lei Huang, Jianlong Yang, Xiaoyu Zhang, Ruiyang Ma, Yang Li |
| 2022 | MMM | Learning to Classify Weather Conditions from Single Images Without Labels. | Kezhen Xie, Lei Huang, Wenfeng Zhang, Qibing Qin, Zhiqiang Wei |
| 2022 | VTC | Could IEEE 802.11bc Enhance Data Broadcast Performance for Moving Station: A Frame Loss Perspective. | Leiyu Quey, Honghao Ju, Xuming Fang, Yan Long, Rong He, Lei Huang |
| 2022 | WSC | Accelerating Training of Reinforcement Learning-Based Construction Robots in Simulation Using Demonstrations Collected in Virtual Reality. | Lei Huang, Zhengbo Zou |
| 2022 | SENSYS | TEA-bot: a thermography enabled autonomous robot for detecting thermal leaks of HVAC systems in ceilings. | Weijia Cai, Le Zhang, Lei Huang, Xinran Yu, Zhengbo Zou |
| 2021 | AAAI | Slimmable Generative Adversarial Networks. | Liang Hou, Zehuan Yuan, Lei Huang, Huawei Shen, Xueqi Cheng, Changhu Wang |
| 2021 | AAAI | Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification. | Yi Zhou, Lei Huang, Tianfei Zhou, Ling Shao |
| 2021 | CVPR | Group Whitening: Balancing Learning Efficiency and Representational Capacity. | Lei Huang, Yi Zhou, Li Liu, Fan Zhu, Ling Shao |
| 2021 | CVPR | S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration. | Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides |
| 2021 | DASC | SFNet: Stage Spatial Attention and Feature Waterfall Fusion for Mathematical Document Text Line Detection. | Chang Liu, Jiaxin Liu, Yong Zhang, Lei Huang |
| 2021 | ICCV | CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis. | Yi Zhou, Lei Huang, Tao Zhou, Ling Shao |
| 2021 | ICCV | Visual-Textual Attentive Semantic Consistency for Medical Report Generation. | Yi Zhou, Lei Huang, Tao Zhou, Huazhu Fu, Ling Shao |
| 2021 | ICONIP | Metric Learning Based Vision Transformer for Product Matching. | Lei Huang, Wei Shao, Fuzhou Wang, Weidun Xie, Ka-Chun Wong |
| 2021 | IECON | A 10MHz Forward-Flyback Resonant DC/DC Converter. | Lei Huang, Ling Gu |
| 2021 | VTC | Vehicle-mounted 1-bit SAR Imaging Based On Frequency Shifted Dechirping Echo. | Yiqian Geng, Bo Zhao, Lei Huang, Chengbo Yi, Tianlun Pan, Cong Huang |
| 2021 | SC | KAISA: an adaptive second-order optimizer framework for deep neural networks. | J. Gregory Pauloski, Qi Huang, Lei Huang, Shivaram Venkataraman, Kyle Chard, Ian T. Foster, Zhao Zhang |
| 2020 | CVPR | Controllable Orthogonalization in Training DNNs. | Lei Huang, Li Liu, Fan Zhu, Diwen Wan, Zehuan Yuan, Bo Li, Ling Shao |
| 2020 | CVPR | An Investigation Into the Stochasticity of Batch Whitening. | Lei Huang, Lei Zhao, Yi Zhou, Fan Zhu, Li Liu, Ling Shao |
| 2020 | ECAI | An Efficient Agreement Mechanism in CapsNets by Pairwise Product. | Lei Zhao, Xiaohui Wang, Lei Huang |
| 2020 | ECCV | Layer-Wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs. | Lei Huang, Jie Qin, Li Liu, Fan Zhu, Ling Shao |
| 2020 | ECCV | Invertible Zero-Shot Recognition Flows. | Yuming Shen, Jie Qin, Lei Huang, Li Liu, Fan Zhu, Ling Shao |
| 2020 | ICML | On the Number of Linear Regions of Convolutional Neural Networks. | Huan Xiong, Lei Huang, Mengyang Yu, Li Liu, Fan Zhu, Ling Shao |
| 2020 | ICPADS | OOOPS: An Innovative Tool for IO Workload Management on Supercomputers. | Lei Huang, Si Liu |
| 2020 | ICPR | R2SN: Refined Semantic Segmentation Network of City Remote Sensing Image. | Chenglong Wang, Dong Wu, Jie Nie, Lei Huang |
| 2020 | LREC | The Medical Scribe: Corpus Development and Model Performance Analyses. | Izhak Shafran, Nan Du, Linh Tran, Amanda Perry, Lauren Keyes, Mark Knichel, Ashley Domin, Lei Huang, Yuhui Chen, Gang Li, Mingqiu Wang, Laurent El Shafey, Hagen Soltau, Justin S. Paul |
| 2020 | SC | Convolutional neural network training with distributed K-FAC. | J. Gregory Pauloski, Zhao Zhang, Lei Huang, Weijia Xu, Ian T. Foster |
| 2019 | CC | PPOpenCL: a performance-portable OpenCL compiler with host and kernel thread code fusion. | Ying Liu, Lei Huang, Mingchuan Wu, Huimin Cui, Fang Lv, Xiaobing Feng, Jingling Xue |
| 2019 | CLUSTER | Quantifying the Impact of Memory Errors in Deep Learning. | Zhao Zhang, Lei Huang, Ruizhu Huang, Weijia Xu, Daniel S. Katz |
| 2019 | CVPR | Iterative Normalization: Beyond Standardization Towards Efficient Whitening. | Lei Huang, Yi Zhou, Fan Zhu, Li Liu, Ling Shao |
| 2019 | CVPR | Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images. | Yi Zhou, Xiaodong He, Lei Huang, Li Liu, Fan Zhu, Shanshan Cui, Ling Shao |
| 2019 | FIE | Integrating Machine Learning to Undergraduate Engineering Curricula Through Project-Based Learning. | Lei Huang |
| 2019 | ICASSP | A Novel Deep Hashing Method with Top Similarity for Image Retrieval. | Qibing Qin, Zhiqiang Wei, Lei Huang, Jie Nie, Xiaopeng Ji |
| 2019 | ICASSP | Adaptive Sensing Matrix Design for Greedy Algorithms in Mmv Compressive Sensing. | L. Zhang, Lei Huang, B. Zhao, B. Li |
| 2019 | IGARSS | 1-bit SAR Imaging Assisted with Single-frequency Threshold. | Bo Zhao, Lei Huang, Qiang Li, Min Huang, Weimin Bao |
| 2019 | IGARSS | Preliminary Estimate of Sea Surface Temperature from the Scanning Microwave Radiometer Onboard Hy-2b Satellite. | Wu Zhou, Mingsen Lin, Xiaobin Yin, Xiaofeng Ma, Lei Huang, Shishuai Wang, Chaofei Ma, Yufei Zhang |
| 2019 | MMM | Person Re-Identification Based on Pose-Aware Segmentation. | Wenfeng Zhang, Zhiqiang Wei, Lei Huang, Jie Nie, Lei Lv, Guanqun Wei |
| 2019 | SC | Aggregating Local Storage for Scalable Deep Learning I/O. | Zhao Zhang, Lei Huang, J. Gregory Pauloski, Ian T. Foster |
| 2019 | SC | Tools for Monitoring CPU Usage and Affinity in Multicore Supercomputers. | Lei Huang, Kent F. Milfeld, Si Liu |
| 2018 | AAAI | Orthogonal Weight Normalization: Solution to Optimization Over Multiple Dependent Stiefel Manifolds in Deep Neural Networks. | Lei Huang, Xianglong Liu, Bo Lang, Adams Wei Yu, Yongliang Wang, Bo Li |
| 2018 | CVPR | Decorrelated Batch Normalization. | Lei Huang, Dawei Yang, Bo Lang, Jia Deng |
| 2018 | FIE | Introducing Machine Learning to First-year Undergraduate Engineering Students Through an Authentic and Active Learning Labware. | Lei Huang, Kuosheng Ma |
| 2018 | ICASSP | Finite-Alphabet Noma for Two-User Uplink Channel. | Zheng Dong, He Chen, Jian-Kang Zhang, Lei Huang, Branka Vucetic |
| 2018 | ICASSP | Sparse Recovery Assisted Doa Estimation Utilizing Sparse Bayesian Learning. | Min Huang, Lei Huang |
| 2018 | ICIP | Real-Time Underwater Fish Tracking Based on Adaptive Multi-Appearance Model. | Xiaojing Li, Zhiqiang Wei, Lei Huang, Jie Nie, Wenfeng Zhang, Lu Wang |
| 2018 | ICPR | Multimodal Face Spoofing Detection via RGB-D Images. | Xudong Sun, Lei Huang, Changping Liu |
| 2018 | PRICAI | A Multi-objective Optimization Model for Determining the Optimal Standard Feasible Neighborhood of Intelligent Vehicles. | Lei Huang, Ying Xu, Hailiang Zhao |
| 2018 | VTC | Synthesis of Waveform Covariance Matrix for MIMO Radar Transmit Beampatterns: LASSO and IRLS Approaches. | Mohamed Rihan, Lei Huang |
| 2017 | ACIVS | 3D Shape from SEM Image Using Improved Fast Marching Method. | Lei Huang, Yuji Iwahori, Aili Wang, Manas Kamal Bhuyan |
| 2017 | ICCV | Centered Weight Normalization in Accelerating Training of Deep Neural Networks. | Lei Huang, Xianglong Liu, Yang Liu, Bo Lang, Dacheng Tao |
| 2017 | ICONIP | Learning Joint Multimodal Representation Based on Multi-fusion Deep Neural Networks. | Zepeng Gu, Bo Lang, Tongyu Yue, Lei Huang |
| 2017 | IECON | Adaptive droop control for accurate power sharing in islanded microgrid using virtual impedance. | Jiyuan Zhang, Jia Ning, Lei Huang, Hao Wang, Jie Shu |
| 2017 | ISIT | Multi-users space-time modulation with QAM division for massive uplink communications. | Zheng Dong, Jian-Kang Zhang, Lei Huang |
| 2017 | NOSSDAV | Analysis of User Behavior in a Large-Scale VoD System. | Lei Huang, Bowen Ding, Yuedong Xu, Yipeng Zhou |
| 2017 | UIC | A CNN based bagging learning approach to short-term load forecasting in smart grid. | Xishuang Dong, Lijun Qian, Lei Huang |
| 2016 | ACSSC | On the impact of blockage on the throughput of multi-tier millimeter-wave networks. | Shuqiao Jia, David Ramrez, Lei Huang, Yi Wang, Behnaam Aazhang |
| 2016 | CIS | Salient Object Detection via Video Spatio-Temporal Difference and Coherence. | Lei Huang, Bin Luo |
| 2016 | CSCW | What a Surprise: Initial Connection with Coworkers on Facebook and Expectancy Violations. | Lei Huang, Dan E. Wang |
| 2016 | ICASSP | Sparse recovery of multiple measurement vectors in impulsive noise: A smooth block successive minimization algorithm. | Zhen-Qing He, Zhi-Ping Shi, Lei Huang, Hongbin Li, Hing-Cheung So |
| 2016 | ICASSP | Least squares phase retrieval using feasible point pursuit. | Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So |
| 2016 | ICASSP | Iteratively reweighted tensor SVD for robust multi-dimensional harmonic retrieval. | Weize Sun, Xin Lin, Hing-Cheung So, Lei Huang, Qiang Li |
| 2016 | ICASSP | Accurate asymptotic analysis for John's test in multichannel signal detection. | Yu-Hang Xiao, Lei Huang, Junhao Xie, Hing-Cheung So |
| 2016 | ICPR | Efficient segmentation for Region-based Image Retrieval using Edge Integrated Minimum Spanning Tree. | Yang Liu, Lei Huang, Siqi Wang, Xianglong Liu, Bo Lang |
| 2016 | ICPR | Context based face spoofing detection using active near-infrared images. | Xudong Sun, Lei Huang, Changping Liu |
| 2016 | MMM | Cross-Media Retrieval via Semantic Entity Projection. | Lei Huang, Yuxin Peng |
| 2016 | MMM | Exploring Relationship Between Face and Trustworthy Impression Using Mid-level Facial Features. | Yan Yan, Jie Nie, Lei Huang, Zhen Li, Qinglei Cao, Zhiqiang Wei |
| 2016 | PIMRC | Optimal opportunistic transmissions over directional mm wave channels. | David Ramirez Dominguez, Lei Huang, Yi Wang, Behnaam Aazhang |
| 2016 | PIMRC | Full-duplex based successive interference cancellation in heterogeneous networks. | Lei Huang, Shengqian Han, Chenyang Yang, Gang Wang |
| 2016 | PIMRC | Radio parameter design for OFDM-based millimeter-wave systems. | Lei Huang, Yi Wang, Zhenyu Shi, Rong Wen |
| 2016 | VTC | System Capacity of 72 GHz mmWave Transmission in Hybrid Networks. | Zhenyu Shi, Yi Wang, Lei Huang, Jianglei Ma |
| 2016 | VTC | An Extension of Spatial Channel Model with Spatial Consistency. | Yi Wang, Zhenyu Shi, Lei Huang, Ziming Yu, Chang Cao |
| 2015 | ACL | Sentence-level Emotion Classification with Label and Context Dependence. | Shoushan Li, Lei Huang, Rong Wang, Guodong Zhou |
| 2015 | ACL | Semi-Stacking for Semi-supervised Sentiment Classification. | Shoushan Li, Lei Huang, Jingjing Wang, Guodong Zhou |
| 2015 | CloudCom | A Productive Cloud Computing Platform Research for Big Data Analytics. | Yuzhong Yan, Chao Chen, Lei Huang |
| 2015 | ICASSP | Joint direction-of-arrival and frequency estimation without source enumeration. | Cheng Qian, Lei Huang, Yunmei Shi, Hing-Cheung So |
| 2015 | ICASSP | An improved cross-correlation approach to parameter estimation based on fractional Fourier transform for ISAR motion compensation. | Jiayin Xue, Lei Huang |
| 2015 | ICASSP | Robust widely linear beamformer based on a projection constraint. | Jing Zhang, Lei Huang, Long Zhang, Bo Zhang, Zhongfu Ye |
| 2015 | ICCV | Multi-View Complementary Hash Tables for Nearest Neighbor Search. | Xianglong Liu, Lei Huang, Cheng Deng, Jiwen Lu, Bo Lang |
| 2015 | MICCAI | Soft-Split Sparse Regression Based Random Forest for Predicting Future Clinical Scores of Alzheimer's Disease. | Lei Huang, Yaozong Gao, Yan Jin, Kim-Han Thung, Dinggang Shen |
| 2015 | MMM | Is Your First Impression Reliable? Trustworthy Analysis Using Facial Traits in Portraits. | Yan Yan, Jie Nie, Lei Huang, Zhen Li, Qinglei Cao, Zhiqiang Wei |
| 2015 | PIMRC | Scheduling schemes for interference suppression in millimeter-wave cellular network. | Hong Li, Lei Huang, Yi Wang |
| 2015 | PIMRC | Dynamic resource allocation in mmWave unified access and backhaul network. | Zhenyu Shi, Yi Wang, Lei Huang, Tianxiang Wang |
| 2015 | PIMRC | A millimeter wave channel model with variant angles under 3GPP SCM framework. | Yi Wang, Lei Huang, Zhenyu Shi, Kunpeng Liu, Xiongfei Zou |
| 2014 | ACCV | A Novel Face Spoofing Detection Method Based on Gaze Estimation. | Lijun Cai, Chunshui Xiong, Lei Huang, Changping Liu |
| 2014 | ACSSC | Spatial-temporal characterization of synchrophasor measurement systems - A big data approach for smart grid system situational awareness. | Huaiguang Jiang, Lei Huang, Jun Jason Zhang, Yingchen Zhang, David Wenzhong Gao |
| 2014 | FedCSIS | Ontology-based Concept Similarity Integrating Image Semantic and Visual Information. | Mengyun Wang, Xianglong Liu, Lei Huang, Bo Lang, Hailiang Yu |
| 2014 | ICASSP | Gerschgorin disk-based robust spectrum sensing for cognitive radio. | Rongxian Li, Lei Huang, Yunmei Shi, Hing-Cheung So |
| 2014 | ICASSP | Joint angle and frequency estimation using structured least squares. | Cheng Qian, Lei Huang, Yunmei Shi, Hing-Cheung So |
| 2014 | ICPR | Gaze Estimation Based on 3D Face Structure and Pupil Centers. | Chunshui Xiong, Lei Huang, Changping Liu |
| 2014 | ISSAC | Reduction among bracket polynomials. | Hongbo Li, Changpeng Shao, Lei Huang, Yue Liu |
| 2013 | BPM | Investigating Service Behavior Variance in Port Logistics from a Process Perspective. | Ying Wang, Filip Caron, Jan Vanthienen, Lei Huang, Yi Guo |
| 2013 | ICASSP | Core consistency diagnostic aided by reconstruction error for accurate enumeration of the number of components in parafac models. | Kefei Liu, Hing-Cheung So, Joo Paulo Carvalho Lustosa da Costa, Lei Huang |
| 2013 | ICIP | Data driven multi-index hashing. | Ji Wan, Sheng Tang, Yongdong Zhang, Lei Huang, Jintao Li |
| 2013 | ICONIP | Image Classification Based on Weight Adjustment before Feature Pooling. | Shaokun Feng, Hongtao Lu, Lei Huang |
| 2013 | IWDW | A Hybrid Feature Based Method for Distinguishing Computer Graphics and Photo-Graphic Image. | Shang Gao, Cong Zhang, Chanle Wu, Gang Ye, Lei Huang |
| 2013 | WCNC | An auction mechanism for cell/transmission mode selection in heterogeneous multicast networks. | Yuyi Li, Kai Ying, Lei Huang, Hui Yu, Hanwen Luo |
| 2012 | ACCV | 3D Facial Expression Synthesis from a Single Image Using a Model Set. | Zhixin Shu, Lei Huang, Changping Liu |
| 2012 | AVSS | People Counting across Multiple Cameras for Intelligent Video Surveillance. | Jingwen Li, Lei Huang, Changping Liu |
| 2012 | ICASSP | A multi-dimensional model order selection criterion with improved identifiability. | Kefei Liu, Hing-Cheung So, Lei Huang |
| 2012 | ICPR | Online adaptive learning for multi-camera people counting. | Jingwen Li, Lei Huang, Changping Liu |
| 2012 | INDIN | Weight-varying Neural Network for parameter identification of automatic vehicle. | Lei Huang, Yikai Shi, Xiaoqing Yuan, Danwei Wang, Ming Yu |
| 2012 | IGARSS | Comparison of different methods in glacier snow line detection using the polarimetric SAR image. | Lei Huang, Zhen Li |
| 2012 | MMM | Finding Suits in Images of People. | Lei Huang, Tian Xia, Yongdong Zhang, Shouxun Lin |
| 2011 | AVSS | Robust people counting in video surveillance: Dataset and system. | Jingwen Li, Lei Huang, Changping Liu |
| 2011 | ICALP | Automatizability and Simple Stochastic Games. | Lei Huang, Toniann Pitassi |
| 2011 | ICDAR | A Novel Method for Embedded Text Segmentation Based on Stroke and Color. | Xiufei Wang, Lei Huang, Changping Liu |
| 2011 | ICIP | Human skin detection in images by MSER analysis. | Lei Huang, Tian Xia, Yongdong Zhang, Shouxun Lin |
| 2011 | ICPADS | PADS: A Pattern-Driven Stencil Compiler-Based Tool for Reuse of Optimizations on GPGPUs. | Dongni Han, Shixiong Xu, Li Chen, Lei Huang |
| 2010 | ICPR | Context Inspired Pedestrian Detection in Far-Field Videos. | Wenhua Ma, Peng He, Lei Huang, Changping Liu |
| 2010 | ICPR | Initialization and Pose Alignment in Active Shape Model. | Pengfei Xiong, Lei Huang, Changping Liu |
| 2010 | ICPR | Raw vs. Processed: How to Use the Raw and Processed Images for Robust Face Recognition under Varying Illumination. | Li Xu, Lei Huang, Changping Liu |
| 2010 | IGARSS | SAR and optical images registration using shape context. | Lei Huang, Zhen Li, Rui Zhang |
| 2009 | ICASSP | Video quality monitoring of streamed videos. | Ee Ping Ong, Shiqian Wu, Mei Hwan Loke, Susanto Rahardja, Jason Tay, Cheng Kok Tan, Lei Huang |
| 2009 | ICDAR | A New Block Partitioned Text Feature for Text Verification. | Xiufei Wang, Lei Huang, Changping Liu |
| 2009 | IGARSS | Derivation of Glacier Velocity from SAR and Optical Data with Feature Tracking. | Lei Huang, Zhen Li |
| 2009 | PPoPP | Exploiting global optimizations for openmp programs in the openuh compiler. | Lei Huang, Deepak Eachempati, Marcus W. Hervey, Barbara M. Chapman |
| 2008 | ICPR | Face recognition based on LBP and orthogonal rank-one tensor projections. | NuTao Tan, Lei Huang, Changping Liu |
| 2008 | ICPR | Double-edge-model based character stroke extraction from complex backgrounds. | Jing Yu, Lei Huang, Changping Liu |
| 2008 | ICPR | Analysis on two fishermethods and a synthesized discriminant projection. | Zhaoxiong Zeng, Changping Liu, Lei Huang |
| 2008 | ISSAC | Complex brackets, balanced complex differences, and applications in symbolic geometric computing. | Hongbo Li, Lei Huang |
| 2007 | HPCC | Strategies and Implementation for Translating OpenMP Code for Clusters. | Deepak Eachempati, Lei Huang, Barbara M. Chapman |
| 2007 | MSWIM | Stimulating cooperation in route discovery of ad hoc networks. | Lei Huang, Li Lei, Lixiang Liu, Haibin Zhang, Linsha Tang |
| 2007 | VTC | Resource Allocation for OFDMA Based Relay Enhanced Cellular Networks. | Lei Huang, Mengtian Rong, Lan Wang, Yisheng Xue, Egon Schulz |
| 2007 | WCNC | Resource Scheduling for OFDMA/TDD Based Relay Enhanced Cellular Networks. | Lei Huang, Mengtian Rong, Lan Wang, Yisheng Xue, Egon Schulz |
| 2006 | APWEB | Behavior-Based Trust in Wireless Sensor Network. | Lei Huang, Lei Li, Qiang Tan |
| 2006 | EuroPar | Toward Enhancing OpenMP's Work-Sharing Directives. | Barbara M. Chapman, Lei Huang, Haoqiang Jin, Gabriele Jost, Bronis R. de Supinski |
| 2006 | VTC | Joint Interference Suppression and Symbol Detection in Slow FH/MFSK Systems with an Antenna Array. | Chi Chung Ko, Hung Nguyen-Le, Lei Huang |
| 2005 | APBC | A support vector machine approach for prediction of T Cell epitopes. | Lei Huang, Yang Dai |
| 2005 | ICASSP | Low-complexity ESPRIT method for direction finding. | Lei Huang, Shunjun Wu, Linrang Zhang |
| 2004 | GLOBECOM | Optimal code assignment and call admission control for OVSF-CDMA systems constrained by blocking probabilities. | Jun-Seong Park, Lei Huang, Daniel C. Lee, C.-C. Jay Kuo |
| 2004 | ICCS | Efficient Translation of OpenMP to Distributed Memory. | Lei Huang, Barbara M. Chapman, Zhenying Liu, Ricky A. Kendall |
| 2004 | VCIP | Efficient implementation of elliptic curve cryptography (ECC) on embedded media processors. | Yu Hu, Qing Li, Lei Huang, Chung-Chieh Jay Kuo |
| 2003 | ICDAR | An Improved Parallel Thinning Algorithm. | Lei Huang, Genxun Wan, Changping Liu |
| 2002 | GLOBECOM | Blind channel acquisition and channel estimation for multi-rate multicarrier DS-CDMA communications. | Lei Huang, Fu-Chun Zheng |
| 2002 | PIMRC | Blind channel estimation in multi-rate multicarrier DS-CDMA systems. | Lei Huang, Fu-Chun Zheng |
| 2002 | VTC | Blind channel estimation for dual-rate DS/CDMA. | Lei Huang, Fu-Chun Zheng |
| 2002 | WoWMoM | Proxy-based TCP-friendly streaming over mobile networks. | Lei Huang, Uwe Horn, Frank Hartung, Markus Kampmann |
| 2001 | GLOBECOM | Space-time multirate blind multiuser detection for synchronous DS/CDMA systems. | Lei Huang, Fu-Chun Zheng, Mike Faulkner |
| 2001 | ICDAR | Multiresolution Recognition of Offline Handwritten Chinese Characters with Wavelet Transform. | Lei Huang, Xiao Huang |