| 2026 | AAAI | Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs. | Chun-Hsiao Yeh, Chenyu Wang, Shengbang Tong, Ta Ying Cheng, Ruoyu Wang, Tianzhe Chu, Yuexiang Zhai, Yubei Chen, Shenghua Gao, Yi Ma |
| 2026 | AAAI | Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing. | Chun-Hsiao Yeh, Yilin Wang, Nanxuan Zhao, Richard Zhang, Yuheng Li, Yi Ma, Krishna Kumar Singh |
| 2026 | WWW | AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search. | Hebin Liang, Jianye Hao, Jinyi Liu, Yi Ma, Zilin Cao, Jing Liang, Kun Shao, Zhaocheng Du, Fei Ni, Yifu Yuan, Yan Zheng |
| 2025 | CVPR | Estimating Body and Hand Motion in an Ego-sensed World. | Brent Yi, Vickie Ye, Maya Zheng, Yunqi Li, Lea Mller, Georgios Pavlakos, Yi Ma, Jitendra Malik, Angjoo Kanazawa |
| 2025 | DCC | DeepFGS: Fine-Grained Scalable Coding for Learned Image Compression. | Yongqi Zhai, Yi Ma, Luyang Tang, Wei Jiang, Ronggang Wang |
| 2025 | GLOBECOM | Advanced Closed-Loop Method with Limited Feedback for ISAC. | Ashkan Jafari Fesharaki, Yasser Mestrah, Yi Ma, Rahim Tafazolli, Ibrahim A. Hemadeh, Mohammad Heggo, Arman Shojaeifard, Javier Lorca Hernando, Alain Mourad |
| 2025 | GLOBECOM | LO-Aware Adaptive Modulation for Rydberg Atomic Receivers. | Jiuyu Liu, Yi Ma, Rahim Tafazolli |
| 2025 | GLOBECOM | Leveraging Bi-Directional Channel Reciprocity for Robust Ultra-Low-Rate Implicit CSI Feedback with Deep Learning. | Zhenyu Liu, Yi Ma, Rahim Tafazolli, Zhi Ding |
| 2025 | ICLR | Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction. | Ziyang Wu, Tianjiao Ding, Yifu Lu, Druv Pai, Jingyuan Zhang, Weida Wang, Yaodong Yu, Yi Ma, Benjamin David Haeffele |
| 2025 | ICML | Attention-Only Transformers via Unrolled Subspace Denoising. | Peng Wang, Yifu Lu, Yaodong Yu, Druv Pai, Qing Qu, Yi Ma |
| 2025 | ICML | SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training. | Tianzhe Chu, Yuexiang Zhai, Jihan Yang, Shengbang Tong, Saining Xie, Dale Schuurmans, Quoc V. Le, Sergey Levine, Yi Ma |
| 2025 | ICML | Simplifying DINO via Coding Rate Regularization. | Ziyang Wu, Jingyuan Zhang, Druv Pai, Xudong Wang, Chandan Singh, Jianwei Yang, Jianfeng Gao, Yi Ma |
| 2025 | ICRA | From Simple to Complex Skills: The Case of In-Hand Object Reorientation. | Haozhi Qi, Brent Yi, Mike Lambeta, Yi Ma, Roberto Calandra, Jitendra Malik |
| 2025 | INFOCOM | Demo Abstract: Semantic Communications for Immersive Multi-view Media Delivery. | Jingxuan Men, Carl C. Udora, Ning Wang, Mahdi Boloursaz Mashhadi, Yi Ma, Mike Nilsson |
| 2025 | IROS | PyRoki: A Modular Toolkit for Robot Kinematic Optimization. | Chung Min Kim, Brent Yi, Hongsuk Choi, Yi Ma, Ken Goldberg, Angjoo Kanazawa |
| 2025 | PIMRC | SA-MIMO: Scalable Quantum-Based Wireless Communications. | Jiuyu Liu, Yi Ma, Rahim Tafazolli |
| 2025 | VTC | Resource Allocation for Semantic Aware Relay Networks using Multi-Agent Reinforcement Learning. | Waleed Ahsan, Chuan Heng Foh, Yi Ma |
| 2025 | WCNC | A Physical Layer Security Framework for Integrated Sensing and Semantic Communication Systems. | Hamid Amiriara, Mahtab Mirmohseni, Ahmed Elzanaty, Yi Ma, Rahim Tafazolli |
| 2025 | WCNC | Generalizing Deep Learning-Based CSI Feedback in Massive MIMO via ID-Photo-Inspired Preprocessing. | Zhenyu Liu, Yi Ma, Rahim Tafazolli |
| 2024 | CoRL | Lessons from Learning to Spin "Pens". | Jun Wang, Ying Yuan, Haichuan Che, Haozhi Qi, Yi Ma, Jitendra Malik, Xiaolong Wang |
| 2024 | CVPR | Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs. | Shengbang Tong, Zhuang Liu, Yuexiang Zhai, Yi Ma, Yann LeCun, Saining Xie |
| 2024 | GLOBECOM | Semantic-Aware Power Allocation for Generative Semantic Communications with Foundation Models. | Chunmei Xu, Mahdi Boloursaz Mashhadi, Yi Ma, Rahim Tafazolli |
| 2024 | ICASSP | Gradient Weighting for Speaker Verification in Extremely Low Signal-to-Noise Ratio. | Yi Ma, Kong Aik Lee, Ville Hautamki, Meng Ge, Haizhou Li |
| 2024 | ICLR | Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models. | Tianzhe Chu, Shengbang Tong, Tianjiao Ding, Xili Dai, Benjamin David Haeffele, Ren Vidal, Yi Ma |
| 2024 | ICLR | RLIF: Interactive Imitation Learning as Reinforcement Learning. | Jianlan Luo, Perry Dong, Yuexiang Zhai, Yi Ma, Sergey Levine |
| 2024 | ICLR | Masked Completion via Structured Diffusion with White-Box Transformers. | Druv Pai, Sam Buchanan, Ziyang Wu, Yaodong Yu, Yi Ma |
| 2024 | ICLR | Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback. | Yifu Yuan, Jianye Hao, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, Yan Zheng |
| 2024 | ICML | A Global Geometric Analysis of Maximal Coding Rate Reduction. | Peng Wang, Huikang Liu, Druv Pai, Yaodong Yu, Zhihui Zhu, Qing Qu, Yi Ma |
| 2024 | ICML | Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation. | Jiashun Liu, Jianye Hao, Yi Ma, Shuyin Xia |
| 2024 | ICML | Rethinking Decision Transformer via Hierarchical Reinforcement Learning. | Yi Ma, Jianye Hao, Hebin Liang, Chenjun Xiao |
| 2024 | ICML | Learning a Diffusion Model Policy from Rewards via Q-Score Matching. | Michael Psenka, Alejandro Escontrela, Pieter Abbeel, Yi Ma |
| 2024 | ICML | Differentially Private Representation Learning via Image Captioning. | Tom Sander, Yaodong Yu, Maziar Sanjabi, Alain Oliviero Durmus, Yi Ma, Kamalika Chaudhuri, Chuan Guo |
| 2024 | ICML | ViP: A Differentially Private Foundation Model for Computer Vision. | Yaodong Yu, Maziar Sanjabi, Yi Ma, Kamalika Chaudhuri, Chuan Guo |
| 2024 | IJCAI | ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles. | Kai Zhao, Jianye Hao, Yi Ma, Jinyi Liu, Yan Zheng, Zhaopeng Meng |
| 2024 | Interspeech | How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? | Tianchi Liu, Lin Zhang, Rohan Kumar Das, Yi Ma, Ruijie Tao, Haizhou Li |
| 2024 | ISPA | Multilevel Load Balancing Algorithm for Domestic Heterogeneous Manycore Architecture. | Yi Ma, Xin Chen, Heng Guo, Fang Li, Xin Liu |
| 2024 | ITW | Fast Iterative ELAA-MIMO Detection Exploiting Static Channel Components. | Jiuyu Liu, Yi Ma, Rahim Tafazolli |
| 2024 | MICCAI | Insight: A Multi-modal Diagnostic Pipeline Using LLMs for Ocular Surface Disease Diagnosis. | Chun-Hsiao Yeh, Jiayun Wang, Andrew D. Graham, Andrea J. Liu, Bo Tan, Yubei Chen, Yi Ma, Meng C. Lin |
| 2024 | PCS | Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model. | Panqi Jia, Ahmet Burakhan Koyuncu, Jue Mao, Ze Cui, Yi Ma, Tiansheng Guo, Timofey Solovyev, Alexander Karabutov, Yin Zhao, Jing Wang, Elena Alshina, Andr Kaup |
| 2024 | VTC | Systematic Turbo-Polar, Turbo-LDPC-Polar and Turbo-LDPC Codes Based on Belief Propagation Decoding. | Rahim Umar, Atta ul Quddus, Yi Ma |
| 2024 | WCNC | Joint CRC Aided Soft-GRAND for Decoding of Polar Codes over an Interference Channel with NOMA Protocol. | Rahim Umar, Atta ul Quddus, Yi Ma |
| 2023 | AAAI | SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem. | Hebin Liang, Yi Ma, Zilin Cao, Tianyang Liu, Fei Ni, Zhigang Li, Jianye Hao |
| 2023 | CIKM | A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving. | Hebin Liang, Zibin Dong, Yi Ma, Xiaotian Hao, Yan Zheng, Jianye Hao |
| 2023 | CoRL | General In-hand Object Rotation with Vision and Touch. | Haozhi Qi, Brent Yi, Sudharshan Suresh, Mike Lambeta, Yi Ma, Roberto Calandra, Jitendra Malik |
| 2023 | GLOBECOM | Correlation Matching Pursuit for MIMO Vector Perturbation. | Ang Li, Yi Ma, Rahim Tafazolli |
| 2023 | GLOBECOM | Alternative Normalized-Preconditioning for Scalable Iterative Large-MIMO Detection. | Jiuyu Liu, Yi Ma, Rahim Tafazolli |
| 2023 | GLOBECOM | Space MIMO: Direct Unmodified Handheld to Multi-Satellite Communication. | Yasaman Omid, Zohre Mashayekh Bakhsh, Farbod Kayhan, Yi Ma, Rahim Tafazolli |
| 2023 | GLOBECOM | On Chernoff Lower-Bound of Outage Threshold for Non-Central $\chi^{2}$-Distributed MIMO Beamforming Gain. | Jinfei Wang, Yi Ma, Rahim Tafazolli |
| 2023 | ICCV | Unsupervised Manifold Linearizing and Clustering. | Tianjiao Ding, Shengbang Tong, Kwan Ho Ryan Chan, Xili Dai, Yi Ma, Benjamin D. Haeffele |
| 2023 | ICCV | Canonical Factors for Hybrid Neural Fields. | Brent Yi, Weijia Zeng, Sam Buchanan, Yi Ma |
| 2023 | ICLR | Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform. | Yubei Chen, Zeyu Yun, Yi Ma, Bruno A. Olshausen, Yann LeCun |
| 2023 | ICLR | Incremental Learning of Structured Memory via Closed-Loop Transcription. | Shengbang Tong, Xili Dai, Ziyang Wu, Mingyang Li, Brent Yi, Yi Ma |
| 2023 | ICML | Understanding the Complexity Gains of Single-Task RL with a Curriculum. | Qiyang Li, Yuexiang Zhai, Yi Ma, Sergey Levine |
| 2023 | IGARSS | Wildfire Detection Based On Himawari-8 Multi-Temporal Data. | Shuang Yu, Weifeng Huang, Haoyu Zhang, Guoqing Zhou, Yi Ma, Zezhong Zheng, Ling Jiang, Fangrong Zhou, Qiang Liu, Xuefeng Yang, Tao Weng |
| 2023 | IGARSS | Monitring of Wildfires for the Transmission Line Based on Himawari-8. | Hongze Dong, Chen Xie, Haoyu Zhang, Guoqing Zhou, Zezhong Zheng, Yi Ma, Fangrong Zhou, Xuefeng Yang |
| 2023 | IGARSS | Characteristics Analysis of Thermal Infrared Remote Sensing Response of Crude Oil and Emulsified Oil. | Zongchen Jiang, Jie Zhang, Yi Ma, Xingpeng Mao, Kai Du, Yuxin Dai |
| 2023 | ISIT | Achieving Maximum-likelihood Detection Performance with Square-order Complexity in Large Quasi-Symmetric MIMO Systems. | Jiuyu Liu, Yi Ma, Rahim Tafazolli |
| 2023 | PIMRC | Feature Selection for Automated QoE Prediction. | Tatsuya Kikuzuki, Mahdi Boloursaz Mashhadi, Yi Ma, Rahim Tafazolli |
| 2023 | PIMRC | On Capacity of Handheld to Multi-Satellite Communication. | Yasaman Omid, Zohre Mashayekh Bakhsh, Farbod Kayhan, Yi Ma, Fan Wang, Rahim Tafazolli |
| 2023 | VTC | Learning the Long-term Memory Effect of Power Amplifiers Using Temporal Convolutional Network. | Iqra Akram, Yi Ma, Ziming He, Fei Tong |
| 2023 | VTC | CNN-enabled Joint Active and Passive Beamforming for RIS-assisted MU-MIMO Systems. | Zhizhou He, Fabien Hliot, Yi Ma |
| 2023 | VTC | Energy Consumption Minimized Task Allocation with Correlated Data for Symbiotic Robotic Swarm. | Yuhao Zhang, Na Yi, Siqi Zhang, Yi Ma |
| 2022 | AISTATS | On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging. | Chris Junchi Li, Yaodong Yu, Nicolas Loizou, Gauthier Gidel, Yi Ma, Nicolas Le Roux, Michael I. Jordan |
| 2022 | CoRL | In-Hand Object Rotation via Rapid Motor Adaptation. | Haozhi Qi, Ashish Kumar, Roberto Calandra, Yi Ma, Jitendra Malik |
| 2022 | CVPR | Efficient Maximal Coding Rate Reduction by Variational Forms. | Christina Baek, Ziyang Wu, Kwan Ho Ryan Chan, Tianjiao Ding, Yi Ma, Benjamin D. Haeffele |
| 2022 | CVPR | Image Quality Assessment with Transformers and Multi-Metric Fusion Modules. | Wei Jiang, Litian Li, Yi Ma, Yongqi Zhai, Zheng Yang, Ronggang Wang |
| 2022 | CVPR | EvUnroll: Neuromorphic Events based Rolling Shutter Image Correction. | Xinyu Zhou, Peiqi Duan, Yi Ma, Boxin Shi |
| 2022 | GLOBECOM | Constellation-Oriented Perturbation for Scalable-Complexity MIMO Nonlinear Precoding. | Jinfei Wang, Yi Ma, Na Yi, Rahim Tafazolli, Fei Tong |
| 2022 | ICML | Predicting Out-of-Distribution Error with the Projection Norm. | Yaodong Yu, Zitong Yang, Alexander Wei, Yi Ma, Jacob Steinhardt |
| 2022 | IGARSS | Research on Oil Spill Pollution Type Identification Using Rpnet Deep Learning Model and Airborne Hyperspectral Image. | Junfang Yang, Yabin Hu, Yi Ma, Zhongwei Li, Jie Zhang |
| 2022 | IGARSS | Research on Optical Remote Sensing of Improved Shallow Water Bathymetry Without Measured Water Depth. | Xuechun Zhang, Yi Ma, Zhongwei Li, Jingyu Zhang |
| 2022 | IGARSS | Insulators Detection with High Resolution Images. | Fangrong Zhou, Weishi Jin, Yi Ma, Gang Wen, Lifeng Liu, Zezhong Zheng |
| 2022 | IJCAI | PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations. | Tong Sang, Hongyao Tang, Yi Ma, Jianye Hao, Yan Zheng, Zhaopeng Meng, Boyan Li, Zhen Wang |
| 2022 | IGARSS | Research on Thermal Infrared Remote Sensing Detection of Oil Spill on Sea Surface. | Zongchen Jiang, Yi Ma, Jie Zhang, Xingpeng Mao, Kai Du, Lin Zhang |
| 2022 | IGARSS | Satellite Derived Active-Passive Fusion Bathymetry based on Gru Model. | Zihao Leng, Jie Zhang, Yi Ma, Jingyu Zhang |
| 2022 | PIMRC | Power Allocation for FDMA-URLLC Downlink with Random Channel Assignment. | Jinfei Wang, Yi Ma, Na Yi, Rahim Tafazolli |
| 2022 | VTC | Machine Learning for IRS-Assisted MU-MIMO Communications with Estimated Channels. | Zhizhou He, Fabien Hliot, Yi Ma |
| 2022 | WACV | Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image. | Cheng Yang, Jia Zheng, Xili Dai, Rui Tang, Yi Ma, Xiaojun Yuan |
| 2021 | ASRU | PL-EESR: Perceptual Loss Based End-to-End Robust Speaker Representation Extraction. | Yi Ma, Kong Aik Lee, Ville Hautamki, Haizhou Li |
| 2021 | BMVC | Multi-Granularity Hypergraphs and Adversarial Complementary Learning for Person Re-identification. | Yi Ma, Tian Bai, Wenyu Zhang, Jian Hu |
| 2021 | CVPR | EventZoom: Learning To Denoise and Super Resolve Neuromorphic Events. | Peiqi Duan, Zihao W. Wang, Xinyu Zhou, Yi Ma, Boxin Shi |
| 2021 | CVPR | Variable Rate ROI Image Compression Optimized for Visual Quality. | Yi Ma, Yongqi Zhai, Chunhui Yang, Jiayu Yang, Ruofan Wang, Jing Zhou, Kai Li, Ying Chen, Ronggang Wang |
| 2021 | CVPR | Incremental Learning via Rate Reduction. | Ziyang Wu, Christina Baek, Chong You, Yi Ma |
| 2021 | CVPR | NeRD: Neural 3D Reflection Symmetry Detector. | Yichao Zhou, Shichen Liu, Yi Ma |
| 2021 | GLOBECOM | A Non-Stationary Channel Model with Correlated NLoS/LoS States for ELAA-mMIMO. | Jiuyu Liu, Yi Ma, Jinfei Wang, Na Yi, Rahim Tafazolli, Songyan Xue, Fan Wang |
| 2021 | ICIP | Graph-Convolution Network for Image Compression. | Chunhui Yang, Yi Ma, Jiayu Yang, Shiyi Liu, Ronggang Wang |
| 2021 | ICLR | Learning Long-term Visual Dynamics with Region Proposal Interaction Networks. | Haozhi Qi, Xiaolong Wang, Deepak Pathak, Yi Ma, Jitendra Malik |
| 2021 | ISCC | Multi-Scale Relation Network for Person Re-identification. | Yi Ma, Tian Bai, Wenyu Zhang, Shuang Li, Jian Hu, Mingzhe Lu |
| 2021 | KDD | A Multi-Graph Attributed Reinforcement Learning based Optimization Algorithm for Large-scale Hybrid Flow Shop Scheduling Problem. | Fei Ni, Jianye Hao, Jiawen Lu, Xialiang Tong, Mingxuan Yuan, Jiahui Duan, Yi Ma, Kun He |
| 2021 | VTC | On the Design of Quantization Functions for Uplink Massive MIMO with Low-Resolution ADCs. | Lifu Liu, Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli |
| 2021 | VTC | Correlation-Based Device Energy-Efficient Dynamic Multi-Task Offloading for Mobile Edge Computing. | Siqi Zhang, Na Yi, Yi Ma |
| 2020 | AINA | Infrared Image Fault Identification of Power Equipment Based on Residual Network. | Fangrong Zhou, Yi Ma, Yutang Ma, Hao Pan |
| 2020 | AINA | Infrared Image Fault Identification Method Based on YOLO Target Detection Algorithm. | Fangrong Zhou, Yi Ma, Yutang Ma, Hao Pan |
| 2020 | CVPR | Learned Low Bit-rate Image Compression with Adversarial Mechanism. | Jiayu Yang, Chunhui Yang, Yi Ma, Shiyi Liu, Ronggang Wang |
| 2020 | ICLR | Understanding l4-based Dictionary Learning: Interpretation, Stability, and Robustness. | Yuexiang Zhai, Hermish Mehta, Zhengyuan Zhou, Yi Ma |
| 2020 | ICML | Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising. | Xiaotian Hao, Zhaoqing Peng, Yi Ma, Guan Wang, Junqi Jin, Jianye Hao, Shan Chen, Rongquan Bai, Mingzhou Xie, Miao Xu, Zhenzhe Zheng, Chuan Yu, Han Li, Jian Xu, Kun Gai |
| 2020 | ICML | Deep Isometric Learning for Visual Recognition. | Haozhi Qi, Chong You, Xiaolong Wang, Yi Ma, Jitendra Malik |
| 2020 | ICML | Rethinking Bias-Variance Trade-off for Generalization of Neural Networks. | Zitong Yang, Yaodong Yu, Chong You, Jacob Steinhardt, Yi Ma |
| 2020 | IJCAI | Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising. | Xiaotian Hao, Junqi Jin, Jianye Hao, Jin Li, Weixun Wang, Yi Ma, Zhenzhe Zheng, Han Li, Jian Xu, Kun Gai |
| 2020 | IJCAI | KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge. | Peng Zhang, Jianye Hao, Weixun Wang, Hongyao Tang, Yi Ma, Yihai Duan, Yan Zheng |
| 2020 | ICPR | Disentangled Representation Learning for Controllable Image Synthesis: An Information-Theoretic Perspective. | Shichang Tang, Xu Zhou, Xuming He, Yi Ma |
| 2020 | Interspeech | LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation. | Yi Ma, Xinzi Xu, Yongfu Li |
| 2020 | PIMRC | On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems. | Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli |
| 2020 | VTC | On URLLC Downlink Transmission Modes for MEC Task Offloading. | Jinfei Wang, Yi Ma, Na Yi, Rahim Tafazolli |
| 2019 | ICCV | End-to-End Wireframe Parsing. | Yichao Zhou, Haozhi Qi, Yi Ma |
| 2019 | ICCV | Learning to Reconstruct 3D Manhattan Wireframes From a Single Image. | Yichao Zhou, Haozhi Qi, Yuexiang Zhai, Qi Sun, Zhili Chen, Li-Yi Wei, Yi Ma |
| 2019 | IGARSS | Research on Object-Oriented Decision Fusion for Oil Spill Detection on Sea Surface. | Junfang Yang, Jianhua Wan, Yi Ma, Yabin Hu |
| 2019 | IGARSS | Classification Based on Capsule Network with Hyperspectral Image. | Yi Ma, Juan Ren, Huaixin Chen, Zhigang Liu, Guoqing Zhou, Jiang Li, Zezhong Zheng, Zhengqiang Guo, Fan Mou, Fangrong Zhou, Rui Kong, Ankai Hou, Mingcang Zhu, Yong He |
| 2019 | ISPA | A Novel Information Diffusion Model Inspired by Particle-Collision Dynamics for Online Social Networks. | Zhenche Xia, Zhenhua Tan, Yuling Zhang, Shaocheng Zhang, Yi Ma |
| 2018 | CVPR | Learning to Parse Wireframes in Images of Man-Made Environments. | Kun Huang, Yifan Wang, Zihan Zhou, Tianjiao Ding, Shenghua Gao, Yi Ma |
| 2018 | ECCV | Fine-Grained Video Categorization with Redundancy Reduction Attention. | Chen Zhu, Xiao Tan, Feng Zhou, Xiao Liu, Kaiyu Yue, Errui Ding, Yi Ma |
| 2018 | EMNLP | PizzaPal: Conversational Pizza Ordering using a High-Density Conversational AI Platform. | Antoine Raux, Yi Ma, Paul Yang, Felicia Wong |
| 2018 | PIMRC | A Carrier-Frequency-Offset Resilient OFDMA Receiver Designed Through Machine Deep Learning. | Ang Li, Yi Ma, Songyan Xue, Na Yi, Rahim Tafazolli |
| 2018 | PIMRC | An Analogue-Beam Splitting Approach for MmWave D2D Multicast Channel. | Lifu Liu, Yi Ma, Na Yi, Rahim Tafazolli |
| 2018 | WCNC | Multi-antenna assisted virtual full-duplex relaying with reliability-aware iterative decoding. | Jiancao Hou, Sandeep Narayanan, Yi Ma, Mohammad Shikh-Bahaei |
| 2017 | ICCV | Structured Attentions for Visual Question Answering. | Chen Zhu, Yanpeng Zhao, Shuaiyi Huang, Kewei Tu, Yi Ma |
| 2017 | IROS | A new calibration technique for multi-camera systems of limited overlapping field-of-views. | Ziran Xing, Jingyi Yu, Yi Ma |
| 2016 | CVPR | Single-Image Crowd Counting via Multi-Column Convolutional Neural Network. | Yingying Zhang, Desen Zhou, Siqin Chen, Shenghua Gao, Yi Ma |
| 2016 | ICNC | A novel trust model for P2P networks. | Yi Ma, Dongqi Wang |
| 2016 | IGARSS | Research on REEF remote sensing detection based on GVF snake model - taken Yin LiTan for example. | Qinpei Sun, Yi Ma, Weifu Sun, Jingyu Zhang |
| 2016 | IGARSS | High resolution remote sensing classification of coral reef substrate, base on SVM - Taken XiSha Zhaoshu island as an example. | Guoqiang Yang, Yi Ma, Guangbo Ren, Yuhai Bao |
| 2016 | IGARSS | Coastal wetland classification based on high resolution SAR and optical image fusion. | Junfang Yang, Guangbo Ren, Yi Ma, Yanguo Fan |
| 2015 | CVPR | Generalized Tensor Total Variation minimization for visual data recovery? | Xiaojie Guo, Yi Ma |
| 2015 | ICASSP | Knowledge Graph Inference for spoken dialog systems. | Yi Ma, Paul A. Crook, Ruhi Sarikaya, Eric Fosler-Lussier |
| 2015 | ICCV | Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising. | Weisheng Dong, Guangyu Li, Guangming Shi, Xin Li, Yi Ma |
| 2014 | AAAI | Hybrid Singular Value Thresholding for Tensor Completion. | Xiaoqin Zhang, Zhengyuan Zhou, Di Wang, Yi Ma |
| 2014 | ACCV | Unsupervised Feature Learning for RGB-D Image Classification. | I-Hong Jhuo, Shenghua Gao, Liansheng Zhuang, D. T. Lee, Yi Ma |
| 2014 | CVPR | Robust Separation of Reflection from Multiple Images. | Xiaojie Guo, Xiaochun Cao, Yi Ma |
| 2014 | CVPR | Partial Occlusion Handling for Visual Tracking via Robust Part Matching. | Tianzhu Zhang, Kui Jia, Changsheng Xu, Yi Ma, Narendra Ahuja |
| 2014 | ECCV | Robust Foreground Detection Using Smoothness and Arbitrariness Constraints. | Xiaojie Guo, Xinggang Wang, Liang Yang, Xiaochun Cao, Yi Ma |
| 2014 | ICIP | Image restoration via Bayesian structured sparse coding. | Weisheng Dong, Xin Li, Yi Ma, Guangming Shi |
| 2014 | VTC | On the Physical Layer Design for Low Cost Machine Type Communication in 3GPP LTE. | Yinan Qi, Ayesha Ijaz, Atta ul Quddus, Muhammad Ali Imran, Pirabakaran Navaratnam, Matthew Webb, Yuichi Morioka, Yi Ma, Rahim Tafazolli |
| 2013 | CVPR | Video Editing with Temporal, Spatial and Appearance Consistency. | Xiaojie Guo, Xiaochun Cao, Xiaowu Chen, Yi Ma |
| 2013 | CVPR | Learning by Associating Ambiguously Labeled Images. | Zinan Zeng, Shijie Xiao, Kui Jia, Tsung-Han Chan, Shenghua Gao, Dong Xu, Yi Ma |
| 2013 | CVPR | Plane-Based Content Preserving Warps for Video Stabilization. | Zihan Zhou, Hailin Jin, Yi Ma |
| 2013 | CVPR | Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer. | Liansheng Zhuang, Allen Y. Yang, Zihan Zhou, S. Shankar Sastry, Yi Ma |
| 2013 | GLOBECOM | On spectral efficiency of using relay with opportunistic channel assignment. | Chuyi Qian, Yi Ma, Rahim Tafazolli |
| 2013 | GLOBECOM | Transmit antenna selection in a cognitive MIMO system with primary cooperation. | H. Erik A. Yngvesson, Yi Ma, Na Yi, Rahim Tafazolli |
| 2013 | ICASSP | Joint topic-document modeling via low-dimensional sparse models. | Kerui Min, Yi Ma |
| 2013 | ICASSP | A non-negative sparse promoting algorithm for high resolution hyperspectral imaging. | Eliot Wycoff, Tsung-Han Chan, Kui Jia, Wing-Kin Ma, Yi Ma |
| 2013 | ICDAR | Rectification of Optical Characters as Transform Invariant Low-Rank Textures. | Xin Zhang, Zhouchen Lin, Fuchun Sun, Yi Ma |
| 2013 | NAACL | User Goal Change Model for Spoken Dialog State Tracking. | Yi Ma |
| 2013 | VTC | Spatial Interweave Opportunistic Spectrum Reuse by Employing Distributed Interference Alignment. | Jiancao Hou, Yi Ma, Rahim Tafazolli |
| 2013 | VTC | A Novel Adaptive Hybrid-ARQ Protocol for Machine-to-Machine Communications. | Chuyi Qian, Hong Chen, Yi Ma, Rahim Tafazolli |
| 2012 | ACCV | One-Class Multiple Instance Learning via Robust PCA for Common Object Discovery. | Xinggang Wang, Zhengdong Zhang, Yi Ma, Xiang Bai, Wenyu Liu, Zhuowen Tu |
| 2012 | CVPR | Seeing through the blur. | Hossein Mobahi, C. Lawrence Zitnick, Yi Ma |
| 2012 | CVPR | Detecting texts of arbitrary orientations in natural images. | Cong Yao, Xiang Bai, Wenyu Liu, Yi Ma, Zhuowen Tu |
| 2012 | CVPR | Robust plane-based structure from motion. | Zihan Zhou, Hailin Jin, Yi Ma |
| 2012 | CVPR | Non-negative low rank and sparse graph for semi-supervised learning. | Liansheng Zhuang, Haoyuan Gao, Zhouchen Lin, Yi Ma, Xin Zhang, Nenghai Yu |
| 2012 | ECCV | Towards Optimal Design of Time and Color Multiplexing Codes. | Tsung-Han Chan, Kui Jia, Eliot Wycoff, Chong-Yung Chi, Yi Ma |
| 2012 | ECCV | Robust and Practical Face Recognition via Structured Sparsity. | Kui Jia, Tsung-Han Chan, Yi Ma |
| 2012 | ECCV | Repairing Sparse Low-Rank Texture. | Xiao Liang, Xiang Ren, Zhengdong Zhang, Yi Ma |
| 2012 | ISIT | Principal Component Pursuit with reduced linear measurements. | Arvind Ganesh, Kerui Min, John Wright, Yi Ma |
| 2012 | ISIT | Compressive principal component pursuit. | John Wright, Arvind Ganesh, Kerui Min, Yi Ma |
| 2012 | NAACL | Ranking-based readability assessment for early primary children's literature. | Yi Ma, Eric Fosler-Lussier, Robert Lofthus |
| 2012 | WCNC | Relay selection for modulation-adaptive opportunistic DF relaying using mixed channel knowledge. | Chuyi Qian, Yi Ma, Rahim Tafazolli |
| 2012 | SIGdial | Landmark-Based Location Belief Tracking in a Spoken Dialog System. | Yi Ma, Antoine Raux, Deepak Ramachandran, Rakesh Gupta |
| 2011 | ACSSC | Fast ℓ1-minimization and parallelization for face recognition. | Victor Shia, Allen Y. Yang, S. Shankar Sastry, Andrew Wagner, Yi Ma |
| 2011 | CVPR | Camera calibration with lens distortion from low-rank textures. | Zhengdong Zhang, Yasuyuki Matsushita, Yi Ma |
| 2011 | GLOBECOM | A novel low complexity differential energy detection for sensing OFDM sources in low SNR environment. | Parisa Cheraghi, Yi Ma, Zhengwei Lu, Rahim Tafazolli |
| 2011 | ICCV | Unwrapping low-rank textures on generalized cylindrical surfaces. | Zhengdong Zhang, Xiao Liang, Yi Ma |
| 2011 | ICIP | Face recovery in conference video streaming using robust principal component analysis. | Wai-tian Tan, Gene Cheung, Yi Ma |
| 2011 | Interspeech | Efficient Probabilistic Tracking of User Goal and Dialog History for Spoken Dialog Systems. | Antoine Raux, Yi Ma |
| 2011 | IWCMC | A hybrid data fusion based cooperative localization approach for cellular networks. | Ziming He, Yi Ma, Rahim Tafazolli |
| 2011 | IWCMC | Adaptive modulation for cooperative communications with noisy feedback. | Chuyi Qian, Yi Ma, Rahim Tafazolli |
| 2011 | VTC | Frequency-Domain Differential Energy Detection Based on Extreme Statistics for OFDM Source Sensing. | Parisa Cheraghi, Yi Ma, Rahim Tafazolli |
| 2011 | VTC | Cooperative Localization in a Distributed Base Station Scenario. | Ziming He, Yi Ma, Rahim Tafazolli |
| 2011 | VTC | Accuracy Limits and Mobile Terminal Selection Scheme for Cooperative Localization in Cellular Networks. | Ziming He, Yi Ma, Rahim Tafazolli |
| 2011 | VTC | Cooperative Iterative Water-Filling for Two-User Gaussian Frequency-Selective Interference Channels. | Na Yi, Yi Ma, Rahim Tafazolli |
| 2011 | SIGIR | What-you-retrieve-is-what-you-see: a preliminary cyber-physical search engine. | Lidan Shou, Ke Chen, Gang Chen, Chao Zhang, Yi Ma, Xian Zhang |
| 2010 | ACCV | Robust Photometric Stereo via Low-Rank Matrix Completion and Recovery. | Lun Wu, Arvind Ganesh, Boxin Shi, Yasuyuki Matsushita, Yongtian Wang, Yi Ma |
| 2010 | ACCV | TILT: Transform Invariant Low-Rank Textures. | Zhengdong Zhang, Xiao Liang, Arvind Ganesh, Yi Ma |
| 2010 | CIKM | Decomposing background topics from keywords by principal component pursuit. | Kerui Min, Zhengdong Zhang, John Wright, Yi Ma |
| 2010 | CVPR | Compact projection: Simple and efficient near neighbor search with practical memory requirements. | Kerui Min, Linjun Yang, John Wright, Lei Wu, Xian-Sheng Hua, Yi Ma |
| 2010 | CVPR | RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images. | YiGang Peng, Arvind Ganesh, John Wright, Wenli Xu, Yi Ma |
| 2010 | ICIP | Fast | Allen Y. Yang, S. Shankar Sastry, Arvind Ganesh, Yi Ma |
| 2010 | Interspeech | Towards a robust face recognition system using compressive sensing. | Allen Y. Yang, Zihan Zhou, Yi Ma, Shankar Sastry |
| 2010 | ISIT | Dense error correction for low-rank matrices via Principal Component Pursuit. | Arvind Ganesh, John Wright, Xiaodong Li, Emmanuel J. Cands, Yi Ma |
| 2010 | ISIT | Stable Principal Component Pursuit. | Zihan Zhou, Xiaodong Li, John Wright, Emmanuel J. Cands, Yi Ma |
| 2010 | IWCMC | An oversampling approach for LoS-ToA estimation in interleaved OFDMA. | Ziming He, Yi Ma, Rahim Tafazolli, Hongju Liu |
| 2010 | IWCMC | Modulation-adaptive cooperation in Rayleigh fading channels with imperfect CSI. | Yuanyuan Zhang, Yi Ma, Rahim Tafazolli |
| 2010 | PIMRC | A first-order cyclostationarity based energy detection approach for non-cooperative spectrum sensing. | Zhengwei Lu, Yi Ma, Rahim Tafazolli |
| 2010 | PIMRC | Selective DF relaying for mobile satellite broadcasting. | Hui Luo, Yi Ma, Barry G. Evans |
| 2009 | ACCV | Natural Image Segmentation with Adaptive Texture and Boundary Encoding. | Shankar R. Rao, Hossein Mobahi, Allen Y. Yang, Shankar Sastry, Yi Ma |
| 2009 | CVPR | Towards a practical face recognition system: Robust registration and illumination by sparse representation. | Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, Yi Ma |
| 2009 | HIS | A P2P Network Topology Optimized Algorithm Based on Minimum Maximum K-Means Principle. | Yi Ma, Zhenhua Tan, Guiran Chang, Xiaoxing Gao |
| 2009 | HIS | A P2P Overlay Network Routing Algorithm Based on Group-Average Agglomerative Clustering Topology. | Yi Ma, Zhenhua Tan, Guiran Chang, Xiaoxing Gao |
| 2009 | HIS | An Improved Peer-to-Peer Routing Algorithm K-CSSP Based on Communication History Clustered by K-means. | Zhenhua Tan, Guiran Chang, Wei Cheng, Yi Ma |
| 2009 | ICASSP | Separation of a subspace-sparse signal: Algorithms and conditions. | Arvind Ganesh, Zihan Zhou, Yi Ma |
| 2009 | ICASSP | Dense error correction via l1-minimization. | John Wright, Yi Ma |
| 2009 | ICCV | Face recognition with contiguous occlusion using markov random fields. | Zihan Zhou, Andrew Wagner, Hossein Mobahi, John Wright, Yi Ma |
| 2009 | PCS | Data-driven image completion by image patch subspaces. | Hossein Mobahi, Shankar R. Rao, Yi Ma |
| 2009 | PCS | Distributed Video Coding using Compressive Sampling. | Josep Prades-Nebot, Yi Ma, Thomas S. Huang |
| 2009 | VTC | Enhanced Linear Interpolation Schemes for Chunk- Based OFDMA Uplink. | Hongju Liu, Yi Ma, Rahim Tafazolli |
| 2008 | CVPR | Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories. | Shankar R. Rao, Roberto Tron, Ren Vidal, Yi Ma |
| 2008 | CVPR | Image super-resolution as sparse representation of raw image patches. | Jianchao Yang, John Wright, Thomas S. Huang, Yi Ma |
| 2008 | HPCA | Address-branch correlation: A novel locality for long-latency hard-to-predict branches. | Hongliang Gao, Yi Ma, Martin Dimitrov, Huiyang Zhou |
| 2008 | ICIP | Face hallucination VIA sparse coding. | Jianchao Yang, Hao Tang, Yi Ma, Thomas S. Huang |
| 2008 | PIMRC | On efficiency gain of joint pilot and data adaptation for OFDM based systems. | Hongju Liu, Yi Ma, Rahim Tafazolli |
| 2008 | PIMRC | Iterative carrier frequency offset estimation and compensation for OFDMA uplink. | Mohammad Movahedian, Yi Ma, Rahim Tafazolli |
| 2008 | PIMRC | An MUI resilient approach for blind CFO estimation in OFDMA uplink. | Mohammad Movahedian, Yi Ma, Rahim Tafazolli |
| 2008 | PIMRC | Bit and power loading for OFDM with an amplify-and-forward cooperative relay. | Na Yi, Yi Ma, Rahim Tafazolli |
| 2008 | PIMRC | Multi-tone transmissions over two-user cognitive radio channel with weak interference. | Na Yi, Yi Ma, Rahim Tafazolli |
| 2008 | VTC | Optimum Pilot Placement for Chunk-Based OFDMA Uplink: Time Direction Scenario. | Hongju Liu, Yi Ma, Rahim Tafazolli |
| 2008 | VTC | Hybrid Data Fusion and Cooperative Schemes for Wireless Positioning. | Stephan Sand, Christian Mensing, Yi Ma, Rahim Tafazolli, Xuefeng Yin, Joo Figueiras, Jimmy Jessen Nielsen, Bernard H. Fleury |
| 2008 | VTC | Doubly Differential Communication Assisted with Cooperative Relay. | Na Yi, Yi Ma, Rahim Tafazolli |
| 2008 | VTC | Rate-Adaptive Bit and Power Loading for OFDM Based DF Relaying. | Na Yi, Yi Ma, Rahim Tafazolli |
| 2008 | VTC | Modulation-Adaptive Cooperation Schemes for Wireless Networks. | Yuanyuan Zhang, Yi Ma, Rahim Tafazolli |
| 2008 | WiOpt | Improved coded cooperation schemes for wireless communications. | Yuanyuan Zhang, Yi Ma, Rahim Tafazolli |
| 2007 | CIKM | Personal digital library: pim through a 5s perspective. | Yi Ma, Edward A. Fox, Marcos Andr Gonalves |
| 2007 | PIMRC | Sub-Optimum Pilot Placement for Chunk-based OFDMA Uplink: Consecutive Chunks Scenario. | Hongju Liu, Yi Ma, Rahim Tafazolli |
| 2007 | PIMRC | Tighter Bounds of Symbol Error Probability for Amplify-and-Forward Cooperative Protocol over Rayleigh Fading Channels. | Yuanyuan Zhang, Yi Ma, Rahim Tafazolli |
| 2007 | VTC | Optimum Pilot Placement for Chunk-Based OFDMA Uplink: Single Chunk Scenario. | Hongju Liu, Yi Ma, Rahim Tafazolli |
| 2007 | VCIP | Segmentation of multivariate mixed data via lossy coding and compression. | Harm Derksen, Yi Ma, Wei Hong, John Wright |
| 2007 | VCIP | The algebra and statistics of generalized principal component analysis. | Shankar R. Rao, Harm Derksen, Robert M. Fossum, Yi Ma, Andrew Wagner, Allen Y. Yang |
| 2006 | CVPR | Homography from Coplanar Ellipses with Application to Forensic Blood Splatter Reconstruction. | John Wright, Andrew Wagner, Shankar R. Rao, Yi Ma |
| 2006 | CVPR | Robust Statistical Estimation and Segmentation of Multiple Subspaces. | Allen Y. Yang, Shankar R. Rao, Yi Ma |
| 2006 | ECCV | Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data. | Wei Hong, Bogdan Georgescu, Xiang Sean Zhou, Sriram Krishnan, Yi Ma, Dorin Comaniciu |
| 2006 | ICCD | Efficient Transient-Fault Tolerance for Multithreaded Processors using Dual-Thread Execution. | Yi Ma, Huiyang Zhou |
| 2005 | CVPR | Segmentation of a Piece-Wise Planar Scene from Perspective Images. | Allen Y. Yang, Shankar R. Rao, Andrew Wagner, Yi Ma |
| 2005 | ICCV | A Multi-Scale Hybrid Linear Model for Lossy Image Representation. | Wei Hong, John Wright, Kun Huang, Yi Ma |
| 2005 | ICCV | Segmentation of Hybrid Motions via Hybrid Quadratic Surface Analysis. | Shankar R. Rao, Allen Y. Yang, Andrew Wagner, Yi Ma |
| 2005 | ISM | The Methodology of Mesh-Cast Streaming in P2P Networks. | Yi Ma, Ramazan Savas Aygn |
| 2004 | CVPR | Minimum Effective Dimension for Mixtures of Subspaces: A Robust GPCA Algorithm and Its Applications. | Kun Huang, Yi Ma, Ren Vidal |
| 2004 | CVPR | A New GPCA Algorithm for Clustering Subspaces by Fitting, Differentiating and Dividing Polynomials. | Ren Vidal, Yi Ma, Jacopo Piazzi |
| 2004 | ECCV | Reconstruction of 3-D Symmetric Curves from Perspective Images without Discrete Features. | Wei Hong, Yi Ma, Yizhou Yu |
| 2004 | ECCV | A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation. | Ren Vidal, Yi Ma |
| 2004 | ICIP | Sparse representation of images with hybrid linear models. | Kun Huang, Allen Y. Yang, Yi Ma |
| 2004 | ICRA | Large-baseline Matching and Reconstruction from Symmetry Cells. | Kun Huang, Allen Y. Yang, Wei Hong, Yi Ma |
| 2004 | SIGGRAPH | Multiple-view geometry for image-based modeling. | Jana Koseck, Yi Ma, Stefano Soatto, Ren Vidal |
| 2003 | CVPR | Generalized Principal Component Analysis (GPCA). | Ren Vidal, Yi Ma, Shankar Sastry |
| 2003 | GLOBECOM | Blind channel estimation for repetition coded OFDM in block Rayleigh fading. | Yi Ma, Yi Huang, Fei Liu, Na Yi |
| 2003 | ICCV | On Exploiting Occlusions in Multiple-view Geometry. | Paolo Favaro, Alessandro Duci, Yi Ma, Stefano Soatto |
| 2003 | ICCV | Geometric Segmentation of Perspective Images Based on Symmetry Groups. | Allen Y. Yang, Shankar R. Rao, Kun Huang, Wei Hong, Yi Ma |
| 2003 | ICRA | Structure and pose from single images of symmetric objects with applications to robot navigation. | Allen Y. Yang, Wei Hong, Yi Ma |
| 2002 | ECCV | Generalized Rank Conditions in Multiple View Geometry with Applications to Dynamical Scenes. | Kun Huang, Robert M. Fossum, Yi Ma |
| 2002 | ICRA | Multiple View Motion Estimation and Control for Landing an Unmanned Aerial Vehicle. | Omid Shakernia, Ren Vidal, Courtney S. Sharp, Yi Ma, Shankar Sastry |
| 2002 | PIMRC | Orthogonal multicarrier bandwidth modulation scheme for wireless communications. | Yi Ma, Yi Huang, Waleed Al-Nuaimy, Yiyuan Xiong |
| 2001 | CVPR | Recognition of Human Gaits. | Alessandro Bissacco, Alessandro Chiuso, Yi Ma, Stefano Soatto |
| 2001 | ICCV | Optimal Motion Estimation from Multiview Normalized Epipolar Constraint. | Ren Vidal, Yi Ma, Shawn Hsu, Shankar Sastry |
| 2000 | ECCV | Kruppa Equation Revisited: Its Renormalization and Degeneracy. | Yi Ma, Ren Vidal, Jana Kosecka, Shankar Sastry |
| 1999 | ICCV | Euclidean Reconstruction and Reprojection up to Subgroups. | Yi Ma, Stefano Soatto, Jana Kosecka, Shankar Sastry |
| 1998 | ECCV | Motion Recovery from Image Sequences: Discrete Viewpoint vs. Differential Viewpoint. | Yi Ma, Jana Kosecka, Shankar Sastry |
| 1997 | WSC | SmartATMS: A Simulator for Air Traffic Management Systems. | Tak-Kuen John Koo, Yi Ma, George J. Pappas, Claire J. Tomlin |