| 2026 | AAAI | Stability-Aware Reinforcement Learning for Robust Class Integration Test Order Generation. | Yanru Ding, Yanmei Zhang, Guan Yuan, Shujuan Jiang, Wei Dai, Luciano Baresi |
| 2026 | AAAI | Compositional Attribute Imbalance in Vision Datasets. | Yanbiao Ma, Jiayi Chen, Wei Dai, Dong Zhao, Zeyu Zhang, Yuting Yang, Bowei Liu, Jiaxuan Zhao, Andi Zhang |
| 2026 | ACL | GraphSynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor Graphs. | Zehua Cheng, Wei Dai, Jiahao Sun, Thomas Lukasiewicz |
| 2026 | ACL | CircuitSynth: Reliable Synthetic Data Generation. | Zehua Cheng, Wei Dai, Jiahao Sun, Thomas Lukasiewicz |
| 2026 | ACL | MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images. | Jiayi Tuo, Cheng Tang, Zihan Wang, Chenyue Zhou, Yao Li, Yanbiao Ma, Chao Wang, Wei Dai, Mingxuan Wang, Shitong Qin, Ziwei Zhao |
| 2026 | ACL | GUI0: Self-Evolving Foundational GUI Agents in Super App Ecosystems. | Xinyi Wang, Wei Dai, Kyle Qiao, Ke Wang, Peng Chen, Gang Cao, Kang Qin, Zhongpu Wang, Xiaode Zhang, Yanming Liu, Jihao Gu, Jingtao Xu, Zhi Gong |
| 2026 | AIED | From Feedback to Regulation: Comparing Generative AI and Human Feedback in Supporting Self-regulated Learning. | Chun Ki Chuang, Wei Dai, Tongguang Li, Jionghao Lin, Xinyu Li, Yizhou Fan, Dragan Gasevic |
| 2025 | AAAI | Unsupervised Anomaly Detection for Tabular Data Using Deep Noise Evaluation. | Wei Dai, Kai Hwang, Jicong Fan |
| 2025 | CloudCom | System-Aware LLM Arena: Benchmarking Utility, Latency, and Cost. | Renwen Ma, Songrui Wang, Yicheng Yu, Tongkai Ji, Wei Dai |
| 2025 | COLING | On Weaponization-Resistant Large Language Models with Prospect Theoretic Alignment. | Zehua Cheng, Manying Zhang, Jiahao Sun, Wei Dai |
| 2025 | COLING | MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples. | Shuo Xie, Fangzhi Zhu, Jiahui Wang, Lulu Wen, Wei Dai, Xiaowei Chen, Junxiong Zhu, Kai Zhou, Bo Zheng |
| 2025 | CVPR | Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning. | Yanbiao Ma, Wei Dai, Wenke Huang, Jiayi Chen |
| 2025 | EMNLP | ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning. | Yichen Lu, Wei Dai, Jiaen Liu, Ching Wing Kwok, Zongheng Wu, Xudong Xiao, Ao Sun, Sheng Fu, Jianyuan Zhan, Yian Wang, Takatomo Saito, Sicheng Lai |
| 2025 | ICA3PP | Dual-Domain Multi-scale Network for Fundus Image Restoration. | Ruilin Liang, Zhike Han, Wei Dai, Hanyu Xiao, Chaoyang Hong, Qingqing Zheng |
| 2025 | ICASSP | INFR-GC: Interpretable Feature Representations for Granger Causality in Cortico-muscular Interactions. | Farwa Abbas, Verity M. McClelland, Wei Dai, Zoran Cvetkovic |
| 2025 | ICASSP | Spatial-Temporal Perception with Causal Inference for Naturalistic Driving Action Recognition. | Qing Chang, Wei Dai, Zhihao Shuai, Limin Yu, Yutao Yue |
| 2025 | ICASSP | Efficient Gridless Wideband Direction-of-Arrival Estimation From Many Frequencies. | Yiming Zhou, Huayu Fu, Wei Dai |
| 2025 | ICASSP | Accelerating Computation for Large-Scale Wide-Band RF Imaging. | Ziyu Zhou, Yiming Zhou, Wei Dai |
| 2025 | ICIS | Banking-as-a-Service: Tradeoffs in Regulatory Risk and Bank Performance. | Wei Dai, Terence Saldanha |
| 2025 | ICLR | AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection. | Wei Dai, Jicong Fan |
| 2025 | ICLR | Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount. | Yanbiao Ma, Wei Dai, Jiayi Chen |
| 2025 | ICML | CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective. | Jiayu Liu, Zhenya Huang, Wei Dai, Cheng Cheng, Jinze Wu, Jing Sha, Song Li, Qi Liu, Shijin Wang, Enhong Chen |
| 2025 | ICML | CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models. | Wei Dai, Peilin Chen, Malinda Lu, Daniel Li, Haowen Wei, Hejie Cui, Paul Pu Liang |
| 2025 | ICML | Cape: Context-Aware Prompt Perturbation Mechanism with Differential Privacy. | Haoqi Wu, Wei Dai, Li Wang, Qiang Yan |
| 2025 | IROS | Dual-Arm Hierarchical Planning for Laboratory Automation: Vibratory Sieve Shaker Operations. | Haoran Xiao, Xue Wang, Huimin Lu, Zhiwen Zeng, Zirui Guo, Ziqi Ni, Yicong Ye, Wei Dai |
| 2025 | IROS | NuExo: A Wearable Exoskeleton Covering all Upper Limb ROM for Outdoor Data Collection and Teleoperation of Humanoid Robots. | Rui Zhong, Chuang Cheng, Junpeng Xu, Yantong Wei, Ce Guo, Daoxun Zhang, Wei Dai, Huimin Lu |
| 2025 | SANER | Optimizing Class Integration Testing with Criticality-Driven Test Order Generation. | Yanru Ding, Yanmei Zhang, Guan Yuan, Shujuan Jiang, Wei Dai, Luciano Baresi |
| 2024 | ICASSP | Joint Multi-Band DOA Estimation Using Low-Rank Matrix Recovery. | Zhengang Guo, Wei Dai |
| 2024 | ICASSP | Accelerated Recovery of Spectrally Sparse Signals Viamodified Proximal Gradient in Hankel Space. | Xi Yao, Wei Dai |
| 2024 | ICASSP | Multispectral RF Imaging Using Multiple Narrow-Band FMCW Signals. | Ziyu Zhou, Wei Dai |
| 2024 | ICML | Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning. | Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng |
| 2024 | ICRA | Automated Non-invasive Analysis of Motile Sperms Using Cross-scale Guidance Network. | Wei Dai, Zixuan Wu, Jiaqi Wang, Rui Liu, Min Wang, Tianyi Wu, Junxian Zhou, Zhuoran Zhang, Jun Liu |
| 2024 | Interspeech | Reducing Speech Distortion and Artifacts for Speech Enhancement by Loss Function. | Haixin Guan, Wei Dai, Guangyong Wang, Xiaobin Tan, Peng Li, Jiaen Liang |
| 2024 | MICCAI | RIP-AV: Joint Representative Instance Pre-training with Context Aware Network for Retinal Artery/Vein Segmentation. | Wei Dai, Yinghao Yao, Hengte Kong, Zhen Ji Chen, Sheng Wang, Qingshi Bai, Haojun Sun, Yongxin Yang, Jianzhong Su |
| 2024 | SP | TrojanPuzzle: Covertly Poisoning Code-Suggestion Models. | Hojjat Aghakhani, Wei Dai, Andre Manoel, Xavier Fernandes, Anant Kharkar, Christopher Kruegel, Giovanni Vigna, David Evans, Ben Zorn, Robert Sim |
| 2024 | SP | Combing for Credentials: Active Pattern Extraction from Smart Reply. | Bargav Jayaraman, Esha Ghosh, Melissa Chase, Sambuddha Roy, Wei Dai, David Evans |
| 2024 | Tencon | Transfer Learning-Based State of Health Estimation for Lithium-Ion Battery at Varying Temperatures. | Qingyue Huang, Jiang Liu, Wei Dai, Chao Li, Wenbin Qian, Yujuan Wang, Kai Zhao, Yan Qin |
| 2023 | CHI | Understanding People's Concerns and Attitudes Toward Smart Cities. | Pardis Emami Naeini, Joseph Breda, Wei Dai, Tadayoshi Kohno, Kim Laine, Shwetak N. Patel, Franziska Roesner |
| 2023 | CIKM | DPAN: Dynamic Preference-based and Attribute-aware Network for Relevant Recommendations. | Wei Dai, Yingmin Su, Xiaofeng Pan, Yufeng Wang, Zhenyu Zhu, Nan Xu, Chengjun Mao, Bo Cao |
| 2023 | CloudCom | HCoop: A Cooperative and Hybrid Resource Scheduling for Heterogeneous Jobs in Clouds. | Jinwei Liu, Rui Gong, Wei Dai, Wei Zheng, Ying Mao, Wei Zhou, Feng Deng |
| 2023 | GLOBECOM | K-Means Clustering-Aided Dynamic Multi-Cell Optimization Algorithm for HAPS. | Wei Dai, Siyuan Yang, Mondher Bouazizi, Tomoaki Ohtsuki |
| 2023 | ICASSP | SS-ADMM: Stationary and Sparse Granger Causal Discovery for Cortico-Muscular Coupling. | Farwa Abbas, Verity M. McClelland, Zoran Cvetkovic, Wei Dai |
| 2023 | ICASSP | Structured Errors-in-Variables Modelling for Cortico-Muscular Coherence Enhancement. | Zhenghao Guo, Verity M. McClelland, Wei Dai, Zoran Cvetkovic |
| 2023 | ICALT | Can Large Language Models Provide Feedback to Students? A Case Study on ChatGPT. | Wei Dai, Jionghao Lin, Hua Jin, Tongguang Li, Yi-Shan Tsai, Dragan Gasevic, Guanliang Chen |
| 2023 | ICONIP | A Reinforcement Learning Method for Generating Class Integration Test Orders Considering Dynamic Couplings. | Yanru Ding, Yanmei Zhang, Guan Yuan, Yingjie Li, Shujuan Jiang, Wei Dai |
| 2023 | INDIN | E-VarifocalNet: A Lightweight Model to Detect Insulators and Their Defects under Power Grid Surveillance. | Chao Ouyang, Haijun Zhang, Xiangyu Mu, Zhou Wu, Wei Dai |
| 2023 | Interspeech | A Mask Free Neural Network for Monaural Speech Enhancement. | Liang Liu, Haixin Guan, Jinlong Ma, Wei Dai, Guangyong Wang, Shaowei Ding |
| 2023 | LAK | Learner-centred Analytics of Feedback Content in Higher Education. | Jionghao Lin, Wei Dai, Lisa-Angelique Lim, Yi-Shan Tsai, Rafael Ferreira Mello, Hassan Khosravi, Dragan Gasevic, Guanliang Chen |
| 2023 | PG | Text2Mat: Generating Materials from Text. | Zhen He, Jie Guo, Yan Zhang, Qinghao Tu, Mufan Chen, Yanwen Guo, Pengyu Wang, Wei Dai |
| 2022 | AIED | Measuring Inconsistency in Written Feedback: A Case Study in Politeness. | Wei Dai, Yi-Shan Tsai, Yizhou Fan, Dragan Gasevic, Guanliang Chen |
| 2022 | ICASSP | Short-and-Sparse Deconvolution Via Rank-One Constrained Optimization (Roco). | Cheng Cheng, Wei Dai |
| 2022 | INDOCRYPT | ParaDiSE: Efficient Threshold Authenticated Encryption in Fully Malicious Model. | Shashank Agrawal, Wei Dai, Atul Luykx, Pratyay Mukherjee, Peter Rindal |
| 2022 | INDOCRYPT | Stronger Security and Generic Constructions for Adaptor Signatures. | Wei Dai, Tatsuaki Okamoto, Go Yamamoto |
| 2022 | MICCAI | Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis. | Hejie Cui, Wei Dai, Yanqiao Zhu, Xiaoxiao Li, Lifang He, Carl Yang |
| 2022 | MICCAI | The Semi-constrained Network-Based Statistic (scNBS): Integrating Local and Global Information for Brain Network Inference. | Wei Dai, Stephanie Noble, Dustin Scheinost |
| 2022 | MICCAI | Transforming Connectomes to "Any" Parcellation via Graph Matching. | Qinghao Liang, Javid Dadashkarimi, Wei Dai, Amin Karbasi, Joseph Chang, Harrison H. Zhou, Dustin Scheinost |
| 2021 | ACNS | Efficient Homomorphic Conversion Between (Ring) LWE Ciphertexts. | Hao Chen, Wei Dai, Miran Kim, Yongsoo Song |
| 2021 | ASIACRYPT | Chain Reductions for Multi-signatures and the HBMS Scheme. | Mihir Bellare, Wei Dai |
| 2021 | CCS | EVA Improved: Compiler and Extension Library for CKKS. | Sangeeta Chowdhary, Wei Dai, Kim Laine, Olli Saarikivi |
| 2021 | CCS | Labeled PSI from Homomorphic Encryption with Reduced Computation and Communication. | Kelong Cong, Radames Cruz Moreno, Mariana Botelho da Gama, Wei Dai, Ilia Iliashenko, Kim Laine, Michael Rosenberg |
| 2021 | ICASSP | MuG: A Multipath-Exploited and Grid-Free Localisation Method. | Hengyan Liu, Wei Dai, Yuan Shen |
| 2021 | ICASSP | Fast and Robust ADMM for Blind Super-Resolution. | Yifan Ran, Wei Dai |
| 2021 | WCNC | Multi-target Detection by Distributed Passive Radar Systems without Reference Signals. | Ruiqi Liu, Wei Dai, Chao Zhang |
| 2020 | ASPLOS | HEAX: An Architecture for Computing on Encrypted Data. | M. Sadegh Riazi, Kim Laine, Blake Pelton, Wei Dai |
| 2020 | ICASSP | Atomic Norm Denoising In Blind Two-Dimensional Super-Resolution. | Mohamed A. Suliman, Wei Dai |
| 2020 | ICML | Learning Optimal Tree Models under Beam Search. | Jingwei Zhuo, Ziru Xu, Wei Dai, Han Zhu, Han Li, Jian Xu, Kun Gai |
| 2020 | IJCNN | PAT: Preference-Aware Transfer Learning for Recommendation with Heterogeneous Feedback. | Feng Liang, Wei Dai, Yunfeng Huang, Weike Pan, Zhong Ming |
| 2020 | INDOCRYPT | The Multi-Base Discrete Logarithm Problem: Tight Reductions and Non-rewinding Proofs for Schnorr Identification and Signatures. | Mihir Bellare, Wei Dai |
| 2020 | PLDI | EVA: an encrypted vector arithmetic language and compiler for efficient homomorphic computation. | Roshan Dathathri, Blagovesta Kostova, Olli Saarikivi, Wei Dai, Kim Laine, Madan Musuvathi |
| 2020 | TCC | Super-Linear Time-Memory Trade-Offs for Symmetric Encryption. | Wei Dai, Stefano Tessaro, Xihu Zhang |
| 2019 | ASIACRYPT | The Local Forking Lemma and Its Application to Deterministic Encryption. | Mihir Bellare, Wei Dai, Lucy Li |
| 2019 | CCS | Efficient Multi-Key Homomorphic Encryption with Packed Ciphertexts with Application to Oblivious Neural Network Inference. | Hao Chen, Wei Dai, Miran Kim, Yongsoo Song |
| 2019 | CISS | Exact Three-Dimensional Estimation in Blind Super-Resolution via Convex Optimization. | Mohamed A. Suliman, Wei Dai |
| 2019 | EMNLP | Charge-Based Prison Term Prediction with Deep Gating Network. | Huajie Chen, Deng Cai, Wei Dai, Zehui Dai, Yadong Ding |
| 2019 | ICASSP | Blind Super-resolution in Two-dimensional Parameter Space. | Mohamed A. Suliman, Wei Dai |
| 2019 | ICASSP | Bilinear Dictionary Update via Linear Least Squares. | Qi Yu, Wei Dai, Zoran Cvetkovic, Jubo Zhu |
| 2019 | ICLR | Toward Understanding the Impact of Staleness in Distributed Machine Learning. | Wei Dai, Yi Zhou, Nanqing Dong, Hao Zhang, Eric P. Xing |
| 2019 | IJCNN | Two-Stream Convolution Neural Network with Video-stream for Action Recognition. | Wei Dai, Yimin Chen, Chen Huang, Ming-ke Gao, Xinyu Zhang |
| 2019 | MICCAI | Neural Architecture Search for Adversarial Medical Image Segmentation. | Nanqing Dong, Min Xu, Xiaodan Liang, Yiliang Jiang, Wei Dai, Eric P. Xing |
| 2018 | CCS | Building Applications with Homomorphic Encryption. | Roger A. Hallman, Kim Laine, Wei Dai, Nicolas Gama, Alex J. Malozemoff, Yuriy Polyakov, Sergiu Carpov |
| 2018 | ICASSP | Cortico-Muscular Coherence Enhancement Via Sparse Signal Representation. | Yuhang Xu, Qi Yu, Wei Dai, Zoran Cvetkovic, Verity M. McClelland |
| 2018 | ISIT | A Tight Converse to the Spectral Resolution Limit via Convex Programming. | Maxime Ferreira Da Costa, Wei Dai |
| 2018 | MICCAI | SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-Rays. | Wei Dai, Nanqing Dong, Zeya Wang, Xiaodan Liang, Hao Zhang, Eric P. Xing |
| 2018 | MICCAI | Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio. | Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Zeya Wang, Wei Dai, Eric P. Xing |
| 2018 | MICCAI | Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-Slide Images. | Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Zeya Wang, Wei Dai, Eric P. Xing |
| 2018 | USENIX | Cavs: An Efficient Runtime System for Dynamic Neural Networks. | Shizhen Xu, Hao Zhang, Graham Neubig, Wei Dai, Jin Kyu Kim, Zhijie Deng, Qirong Ho, Guangwen Yang, Eric P. Xing |
| 2017 | ACSSC | Sampling patterns for off-the-grid spectral estimation. | Maxime Ferreira Da Costa, Wei Dai |
| 2017 | CCS | Defending Against Key Exfiltration: Efficiency Improvements for Big-Key Cryptography via Large-Alphabet Subkey Prediction. | Mihir Bellare, Wei Dai |
| 2017 | CRYPTO | Information-Theoretic Indistinguishability via the Chi-Squared Method. | Wei Dai, Viet Tung Hoang, Stefano Tessaro |
| 2017 | GPC | TPS: An Efficient VM Scheduling Algorithm for HPC Applications in Cloud. | Duoqiang Wang, Wei Dai, Chi Zhang, Xuanhua Shi, Hai Jin |
| 2017 | ICASSP | Very deep convolutional neural networks for raw waveforms. | Wei Dai, Chia Dai, Shuhui Qu, Juncheng Li, Samarjit Das |
| 2017 | ICASSP | A comparison of Deep Learning methods for environmental sound detection. | Juncheng Li, Wei Dai, Florian Metze, Shuhui Qu, Samarjit Das |
| 2017 | ICCV | Dual Motion GAN for Future-Flow Embedded Video Prediction. | Xiaodan Liang, Lisa Lee, Wei Dai, Eric P. Xing |
| 2017 | ISIT | Low dimensional atomic norm representations in line spectral estimation. | Maxime Ferreira Da Costa, Wei Dai |
| 2017 | KDD | PPDsparse: A Parallel Primal-Dual Sparse Method for Extreme Classification. | Ian En-Hsu Yen, Xiangru Huang, Wei Dai, Pradeep Ravikumar, Inderjit S. Dhillon, Eric P. Xing |
| 2017 | USENIX | Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters. | Hao Zhang, Zeyu Zheng, Shizhen Xu, Wei Dai, Qirong Ho, Xiaodan Liang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Eric P. Xing |
| 2016 | AISTATS | On Convergence of Model Parallel Proximal Gradient Algorithm for Stale Synchronous Parallel System. | Yi Zhou, Yaoliang Yu, Wei Dai, Yingbin Liang, Eric P. Xing |
| 2016 | CLOUD | Addressing the straggler problem for iterative convergent parallel ML. | Aaron Harlap, Henggang Cui, Wei Dai, Jinliang Wei, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing |
| 2016 | EuroSys | STRADS: a distributed framework for scheduled model parallel machine learning. | Jin Kyu Kim, Qirong Ho, Seunghak Lee, Xun Zheng, Wei Dai, Garth A. Gibson, Eric P. Xing |
| 2016 | ICASSP | Independent versus repeated measurements: A performance quantification via state evolution. | Yang Lu, Wei Dai |
| 2016 | ICASSP | Group sparse Bayesian learning via exact and fast marginal likelihood maximization. | Zeqiang Ma, Wei Dai, Yimin Liu, Xiqin Wang |
| 2016 | ICML | Parallel and Distributed Block-Coordinate Frank-Wolfe Algorithms. | Yu-Xiang Wang, Veeranjaneyulu Sadhanala, Wei Dai, Willie Neiswanger, Suvrit Sra, Eric P. Xing |
| 2016 | ITW | Achieving super-resolution in multi-rate sampling systems via efficient semidefinite programming. | Maxime Ferreira Da Costa, Wei Dai |
| 2016 | RoboCup | Communication-Less Cooperation Between Soccer Robots. | Wei Dai, Qinghua Yu, Junhao Xiao, Zhiqiang Zheng |
| 2015 | AAAI | High-Performance Distributed ML at Scale through Parameter Server Consistency Models. | Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth A. Gibson, Eric P. Xing |
| 2015 | CLOUD | Managed communication and consistency for fast data-parallel iterative analytics. | Jinliang Wei, Wei Dai, Aurick Qiao, Qirong Ho, Henggang Cui, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing |
| 2015 | CNSM | Modeling the impact of QoS pricing on ISP integrated services and OTT services. | Wei Dai, Ji Won Baek, Scott Jordan |
| 2015 | FC | Accelerating SWHE Based PIRs Using GPUs. | Wei Dai, Yarkin Dorz, Berk Sunar |
| 2015 | GLOBECOM | Structured Matching Pursuit for Reconstruction of Dynamic Sparse Channels. | Xudong Zhu, Linglong Dai, Guan Gui, Wei Dai, Zhaocheng Wang, Fumiyuki Adachi |
| 2015 | INDIN | Research on multi-stage manufacturing process reliability improvement. | Xiaonan Wu, Wei Dai, Yu Zhao, Fen Kuang, Guixiu Luo |
| 2015 | INFOCOM | Block compressive channel estimation and feedback for FDD massive MIMO. | Zhen Gao, Linglong Dai, Wei Dai, Zhaocheng Wang |
| 2015 | ISIT | On recovery of sparse signals with block structures. | Pan Li, Wei Dai, Huadong Meng, Xiqin Wang |
| 2015 | ISIT | On joint recovery of sparse signals with common supports. | Xiaochen Zhao, Wei Dai |
| 2015 | KDD | Petuum: A New Platform for Distributed Machine Learning on Big Data. | Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu |
| 2015 | SMC | Efficient Indexing and Querying of Massive Astronomical Data Using Compressed Word-Aligned Hybrid Bitmap. | Yingbo Liu, Hui-Mei Dai, Feng Wang, Wei Dai, Hui Deng |
| 2015 | WWW | LightLDA: Big Topic Models on Modest Computer Clusters. | Jinhui Yuan, Fei Gao, Qirong Ho, Wei Dai, Jinliang Wei, Xun Zheng, Eric Poe Xing, Tie-Yan Liu, Wei-Ying Ma |
| 2015 | SDM | Clustering and Ranking in Heterogeneous Information Networks via Gamma-Poisson Model. | Junxiang Chen, Wei Dai, Yizhou Sun, Jennifer G. Dy |
| 2014 | CLOUD | Exploiting iterative-ness for parallel ML computations. | Henggang Cui, Alexey Tumanov, Jinliang Wei, Lianghong Xu, Wei Dai, Jesse Haber-Kucharsky, Qirong Ho, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing |
| 2014 | ICASSP | SSIM-based rate-distortion optimization in H.264. | Wei Dai, Oscar C. Au, Wenjing Zhu, Pengfei Wan, Wei Hu, Jiantao Zhou |
| 2014 | ICASSP | Analysis SimCO: A new algorithm for analysis dictionary learning. | Jing Dong, Wenwu Wang, Wei Dai |
| 2014 | ICASSP | A fast variational approach for Bayesian compressive sensing with informative priors. | Evripidis Karseras, Wei Dai |
| 2014 | ICASSP | Palette-based compound image compression in HEVC by exploiting non-local spatial correlation. | Wenjing Zhu, Oscar C. Au, Wei Dai, Haitao Yang, Rui Ma, Luheng Jia, Jin Zeng, Pengfei Wan |
| 2014 | ICMLC | Abnormal user detection based on instant messages. | Wei Dai, Yuxin Ding, Chenglong Xue, Yibin Zhang, Guohua Wu |
| 2014 | ISIT | Power allocation in compressed sensing of non-uniformly sparse signals. | Xiaochen Zhao, Wei Dai |
| 2014 | MMSP | A fast intermode decision algorithm based on analysis of inter prediction residual. | Luheng Jia, Oscar C. Au, Chi-Ying Tsui, Wei Dai, Pengfei Wan |
| 2014 | USENIX | Exploiting Bounded Staleness to Speed Up Big Data Analytics. | Henggang Cui, James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Abhimanu Kumar, Jinliang Wei, Wei Dai, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing |
| 2013 | ACSSC | Model-based compressive Harmonic-Aware Matching Pursuit: An evaluation. | Bashar I. Ahmad, Wei Dai, Cong Ling |
| 2013 | AINA | Experience in Developing Concurrent Inferences on a De-regulated Supply Chain Network. | Paul Moynihan, Wei Dai |
| 2013 | GLOBECOM | Design and impact of data caps. | Wei Dai, Scott Jordan |
| 2013 | ICASSP | Tracking dynamic sparse signals using Hierarchical Bayesian Kalman filters. | Evripidis Karseras, Kin K. Leung, Wei Dai |
| 2013 | ICASSP | Smoothed SimCO for dictionary learning: Handling the singularity issue. | Xiaochen Zhao, Guangyu Zhou, Wei Dai |
| 2013 | ICIP | A robust interpolation-free approach for sub-pixel accuracy motion estimation. | Wei Dai, Oscar C. Au, Wenjing Zhu, Wei Hu, Pengfei Wan, Jiali Li |
| 2013 | ICIP | Rate-distortion optimized merge frame using piecewise constant functions. | Wei Dai, Gene Cheung, Ngai-Man Cheung, Antonio Ortega, Oscar C. Au |
| 2013 | IROS | Functional analysis of grasping motion. | Wei Dai, Yu Sun, Xiaoning Qian |
| 2013 | ISCAS | Personal photo album compression and management. | Ruobing Zou, Oscar C. Au, Guyue Zhou, Wei Dai, Wei Hu, Pengfei Wan |
| 2013 | MMSP | Reconfigurable hardware-friendly CU-group based merge/skip mode for high efficient video coding. | Wei Dai, Oscar C. Au, Xing Wen, Wenjing Zhu, Feng Zou, Xingyu Zhang, Vinit Jakhetiya |
| 2013 | MMSP | Local saliency detection based fast mode decision for HEVC intra coding. | Yongfang Shi, Oscar C. Au, Hong Zhang, Xingyu Zhang, Luheng Jia, Wei Dai, Wenjing Zhu |
| 2013 | VCIP | Simplified generalized residual prediction in scalable extension of HEVC. | Wenjing Zhu, Oscar C. Au, Haitao Yang, Wei Dai, Hong Zhang, Xingyu Zhang |
| 2012 | AINA | Towards a Framework for Context-Aware Services Management. | Wei Dai, Jonathan J. Liu, Axel Korthaus |
| 2012 | ICASSP | A novel fast two step sub-pixel motion estimation algorithm in HEVC. | Wei Dai, Oscar C. Au, Chao Pang, Lin Sun, Ruobing Zou, Sijin Li |
| 2012 | ICASSP | Dictionary learning and update based on simultaneous codeword optimization (SimCO). | Wei Dai, Tao Xu, Wenwu Wang |
| 2012 | IRI | Service-oriented knowledge management. | Wei Dai, Stuart Harvey Rubin |
| 2012 | ISCAS | Fast sub-pixel motion estimation with simplified modeling in HEVC. | Wei Dai, Oscar C. Au, Sijin Li, Lin Sun, Ruobing Zou |
| 2012 | MMSP | Similar images compression based on DCT pyramid multi-level low frequency template. | Sijin Li, Oscar C. Au, Ruobing Zou, Lin Sun, Wei Dai |
| 2012 | MMSP | Modified distortion redistribution problem for High Efficiency Video Coding(HEVC). | Lin Sun, Oscar C. Au, Wei Dai, Ruobing Zou, Sijin Li |
| 2012 | VCIP | Adaptive search range algorithm based on Cauchy distribution. | Wei Dai, Oscar C. Au, Sijin Li, Lin Sun, Ruobing Zou |
| 2011 | ICASSP | Low-rank matrix completion with geometric performance guarantees. | Wei Dai, Ely Kerman, Olgica Milenkovic |
| 2011 | ICIG | Adaptive Bilateral Filter Considering Local Characteristics. | Lin Sun, Oscar C. Au, Ruobing Zou, Wei Dai, Xing Wen, Sijin Li, Jiali Li |
| 2011 | PSIVT | An Adaptive Motion Data Storage Reduction Method for Temporal Predictor. | Ruobing Zou, Oscar C. Au, Lin Sun, Sijin Li, Wei Dai |
| 2011 | SGAI | Cross Organisational Compatible Plans Generation Framework. | Mohammad Saleem, Paul W. H. Chung, Shaheen Fatima, Wei Dai |
| 2010 | ICASSP | SET: An algorithm for consistent matrix completion. | Wei Dai, Olgica Milenkovic |
| 2010 | ICASSP | Compressive list-support recovery for colluder identification. | Hoa Vinh Pham, Wei Dai, Olgica Milenkovic |
| 2009 | ICCV | Studying brain morphometry using conformal equivalence class. | Yalin Wang, Wei Dai, Yi-Yu Chou, Xianfeng Gu, Tony F. Chan, Arthur W. Toga, Paul M. Thompson |
| 2009 | ICNC | Signal Extraction over Noise. | Changpeng Ji, Wei Dai |
| 2009 | ISIT | A comparative study of quantized compressive sensing schemes. | Wei Dai, Hoa Vinh Pham, Olgica Milenkovic |
| 2009 | ISIT | Sublinear compressive sensing reconstruction via belief propagation decoding. | Hoa Vinh Pham, Wei Dai, Olgica Milenkovic |
| 2009 | ITW | Distortion-rate functions for quantized compressive sensing. | Wei Dai, Hoa Vinh Pham, Olgica Milenkovic |
| 2009 | MICCAI | Teichmller Shape Space Theory and Its Application to Brain Morphometry. | Yalin Wang, Wei Dai, Xianfeng Gu, Tony F. Chan, Shing-Tung Yau, Arthur W. Toga, Paul M. Thompson |
| 2008 | CISS | Sparse weighted Euclidean superimposed coding for integer compressed sensing. | Wei Dai, Olgica Milenkovic |
| 2008 | CISS | Sparse weighted Euclidean superimposed coding for integer compressed sensing. | Wei Dai, Olgica Milenkovic |
| 2008 | ITW | Weighted Euclidean superimposed codes for integer compressed sensing. | Wei Dai, Olgica Milenkovic |
| 2007 | CISS | How Many Users should be Turned On in a Multi-Antenna Broadcast Channel. | Wei Dai, Youjian Liu, Brian Rider |
| 2007 | GLOBECOM | Volume Growth and General Rate Quantization on Grassmann Manifolds. | Wei Dai, Brian Rider, Youjian Liu |
| 2007 | ISIT | Unequal dimensional small balls and quantization on Grassmann Manifolds. | Wei Dai, Brian Rider, Youjian Liu |
| 2006 | CISS | Performance Analysis of CDMA Signature Optimization with Finite Rate Feedback. | Wei Dai, Youjian Liu, Brian Rider |
| 2006 | ISCAS | JPEG-compliant image coding with adaptive pre-/post-filtering. | Lijie Liu, Wei Dai, Trac D. Tran |
| 2006 | Middleware | Dynamic adaptive services in e-business environments. | Wei Dai, Jonathan J. Liu |
| 2005 | CIKM | Minimal document set retrieval. | Wei Dai, Rohini K. Srihari |
| 2005 | DCC | Adaptive Block-Based Image Coding with Pre-/Post-Filtering. | Wei Dai, Lijie Liu, Trac D. Tran |
| 2005 | GLOBECOM | Quantization bounds on Grassmann manifolds of arbitrary dimensions and MIMO communications with feedback. | Wei Dai, Youjian Liu, Brian Rider |
| 2005 | IRI | The role of computational intelligence in data mining. | Stuart Harvey Rubin, Marion G. Ceruti, Wei Dai |
| 2005 | ISIT | On the information rate of MIMO systems with finite rate channel state feedback and power on/off strategy. | Wei Dai, Youjian Liu, Brian Rider, Vincent K. N. Lau |
| 2004 | IRI | A Multi-Agent Approach for Dynamic Ontology Loading to Support Semantic Web Applications. | Brooke Abrahams, G. Michael McGrath, Wei Dai |
| 2004 | IRI | Knowledge Management: Overcoming the Knowledge Acquisition Bottleneck. | Stuart Harvey Rubin, Wei Dai |
| 2003 | CATA | A Vision for a Multimedia Knowledge Management Framework. | Wei Dai, Morshed U. Chowdhury, Daniel Prager, M. G. Mahbub Alam |
| 2003 | IRI | A Supply Chain Model for Software Components Management. | Wei Dai, Stuart Harvey Rubin |
| 2003 | IRI | A Knowledge Driven Approach in Leveraging Web Services Delivery. | Wei Dai, Ning Shen, Paul Hawking |
| 2003 | SEKE | Software Warehouse and Its Management Strategies. | Honghua Dai, Wei Dai |
| 2002 | ISCAS | Integer- and rational-coefficient M-band wavelet. | Wei Dai, Trac D. Tran, Soontorn Oraintara, Truong Q. Nguyen |
| 2002 | WCNC | Joint power estimation and modulation classification using second- and higher statistics. | Wei Dai, Youzheng Wang, Jing Wang |
| 2001 | SMC | Gaining knowledge information and delivery of services via the Web. | Wei Dai, Donald McIntosh |
| 2000 | SMC | Image classifier and scene understanding systems of multiagent teams. | John Mashford, Wei Dai, Robin Drogemuller, Bertil Marksj |
| 1995 | SEKE | A Software Engineering Approach to Buildling Reusable Expert System. | Wei Dai |