| 2025 | ACSSC | Efficient Multi-Worker Selection Based Distributed Swarm Learning via Analog Aggregation. | Zhuoyu Yao, Yue Wang, Songyang Zhang, Yingshu Li, Zhipeng Cai, Zhi Tian |
| 2025 | CISS | Distributional and Byzantine Robust Decentralized Federated Learning. | Kaichuang Zhang, Ping Xu, Zhi Tian |
| 2025 | GLOBECOM | Multi-Worker Selection based Distributed Swarm Learning for Edge IoT with Non-i.i.d. Data. | Zhuoyu Yao, Yue Wang, Songyang Zhang, Yingshu Li, Zhipeng Cai, Zhi Tian |
| 2025 | PERCOM | Enhancing Reliability of Distributed Learning over Edge Networks. | Xin Fan, Yue Wang, Yingshu Li, Yi Hong, Chuanwen Luo, Zhi Tian |
| 2024 | ICASSP | D3: Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation. | Runhua Wang, Qing Ling, Zhi Tian |
| 2024 | ICASSP | Communication-Efficient Decentralized Dynamic Kernel Learning. | Ping Xu, Yue Wang, Xiang Chen, Zhi Tian |
| 2024 | ICCAD | GACER: Granularity-Aware ConcurrEncy Regulation for Multi-Tenant Deep Learning. | Yongbo Yu, Fuxun Yu, Zhi Tian, Xiang Chen |
| 2024 | VTC | FedRME: Federated Learning for Enhanced Distributed Radiomap Estimation. | Weishan Zhang, Yue Wang, Lingjia Liu, Zhi Tian |
| 2023 | ICASSP | Distributed Online Learning With Adversarial Participants In An Adversarial Environment. | Xingrong Dong, Zhaoxian Wu, Qing Ling, Zhi Tian |
| 2023 | ICASSP | Super-Resolution Harmonic Retrieval of Non-Circular Signals. | Yu Zhang, Yue Wang, Zhi Tian, Geert Leus, Gong Zhang |
| 2023 | ICLR | Conditional Positional Encodings for Vision Transformers. | Xiangxiang Chu, Zhi Tian, Bo Zhang, Xinlong Wang, Chunhua Shen |
| 2022 | ECCV | Poseur: Direct Human Pose Regression with Transformers. | Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, Anton van den Hengel |
| 2022 | ICASSP | Deep Kernel Learning Networks with Multiple Learning Paths. | Ping Xu, Yue Wang, Xiang Chen, Zhi Tian |
| 2022 | SIGIR | Variational Reasoning about User Preferences for Conversational Recommendation. | Zhaochun Ren, Zhi Tian, Dongdong Li, Pengjie Ren, Liu Yang, Xin Xin, Huasheng Liang, Maarten de Rijke, Zhumin Chen |
| 2021 | CVPR | FCPose: Fully Convolutional Multi-Person Pose Estimation With Dynamic Instance-Aware Convolutions. | Weian Mao, Zhi Tian, Xinlong Wang, Chunhua Shen |
| 2021 | CVPR | BoxInst: High-Performance Instance Segmentation With Box Annotations. | Zhi Tian, Chunhua Shen, Xinlong Wang, Hao Chen |
| 2021 | ICASSP | Count Sketch with Zero Checking: Efficient Recovery of Heavy Components. | Guanqiang Zhou, Zhi Tian |
| 2021 | KDD | Fed2: Feature-Aligned Federated Learning. | Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen |
| 2020 | ACSSC | Third-Order Cumulants Reconstruction from Compressive Measurements. | Yanbo Wang, Zhi Tian |
| 2020 | CVPR | BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation. | Hao Chen, Kunyang Sun, Zhi Tian, Chunhua Shen, Yongming Huang, Youliang Yan |
| 2020 | CVPR | NAS-FCOS: Fast Neural Architecture Search for Object Detection. | Ning Wang, Yang Gao, Hao Chen, Peng Wang, Zhi Tian, Chunhua Shen, Yanning Zhang |
| 2020 | CVPR | Mask Encoding for Single Shot Instance Segmentation. | Rufeng Zhang, Zhi Tian, Chunhua Shen, Mingyu You, Youliang Yan |
| 2020 | DATE | DC-CNN: Computational Flow Redefinition for Efficient CNN through Structural Decoupling. | Fuxun Yu, Zhuwei Qin, Di Wang, Ping Xu, Chenchen Liu, Zhi Tian, Xiang Chen |
| 2020 | ECCV | Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation. | Tong He, Dong Gong, Zhi Tian, Chunhua Shen |
| 2020 | ECCV | Conditional Convolutions for Instance Segmentation. | Zhi Tian, Chunhua Shen, Hao Chen |
| 2020 | ICASSP | Wideband Direction of Arrival Estimation with Sparse Linear Arrays. | Feiyu Wang, Zhi Tian, Jun Fang, Geert Leus |
| 2020 | ICASSP | Cumulant Slice Reconstruction from Compressive Measurements and Its Application to Line Spectrum Estimation. | Yanbo Wang, Zhi Tian |
| 2020 | ICASSP | Efficient Super-Resolution Two-Dimensional Harmonic Retrieval Via Enhanced Low-Rank Structured Covariance Reconstruction. | Yue Wang, Yu Zhang, Zhi Tian, Geert Leus, Gong Zhang |
| 2019 | ACSSC | Decentralized Dynamic ADMM with Quantized and Censored Communications. | Yaohua Liu, Kun Yuan, Gang Wu, Zhi Tian, Qing Ling |
| 2019 | CVPR | Knowledge Adaptation for Efficient Semantic Segmentation. | Tong He, Chunhua Shen, Zhi Tian, Dong Gong, Changming Sun, Youliang Yan |
| 2019 | CVPR | Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation. | Zhi Tian, Tong He, Chunhua Shen, Youliang Yan |
| 2019 | GLOBECOM | Angle-Based Channel Estimation with Arbitrary Arrays. | Yue Wang, Yu Zhang, Zhi Tian, Geert Leus, Gong Zhang |
| 2019 | GLOBECOM | Super-Resolution Spatial Channel Covariance Estimation for Hybrid Precoding in mmWave Massive MIMO. | Yu Zhang, Yue Wang, Zhi Tian, Geert Leus, Gong Zhang |
| 2019 | ICASSP | COLA: Communication-censored Linearized ADMM for Decentralized Consensus Optimization. | Weiyu Li, Yaohua Liu, Zhi Tian, Qing Ling |
| 2019 | ICCV | FCOS: Fully Convolutional One-Stage Object Detection. | Zhi Tian, Chunhua Shen, Hao Chen, Tong He |
| 2019 | ICCV | Convolutional Character Networks. | Linjie Xing, Zhi Tian, Weilin Huang, Matthew R. Scott |
| 2018 | ACSSC | COCA: Communication-Censored ADMM for Decentralized Consensus Optimization. | Yaohua Liu, Wei Xu, Gang Wu, Zhi Tian, Qing Ling |
| 2018 | CVPR | An End-to-End TextSpotter With Explicit Alignment and Attention. | Tong He, Zhi Tian, Weilin Huang, Chunhua Shen, Yu Qiao, Changming Sun |
| 2018 | GLOBECOM | Decoding Behavioral Accuracy in an Attention Task Using Brain fMRI Data. | Zhe Wang, Yu Zheng, Michael Jigo, Taosheng Liu, Jian Ren, Zhi Tian, Tongtong Li |
| 2017 | FUSION | Dynamic asset allocation - Chasing a moving target. | KC Chang, Zhi Tian, Jiayang Yu |
| 2017 | ICASSP | Low-complexity optimization for two-dimensional direction-of-arrival estimation via decoupled atomic norm minimization. | Zhi Tian, Zhe Zhang, Yue Wang |
| 2016 | ECCV | Detecting Text in Natural Image with Connectionist Text Proposal Network. | Zhi Tian, Weilin Huang, Tong He, Pan He, Yu Qiao |
| 2016 | FUSION | Optimal asset allocation with mutual information. | KC Chang, Zhi Tian |
| 2016 | GLOBECOM | An Edge Detection Approach to Wideband Temporal Spectrum Sensing. | Joseph M. Bruno, Brian L. Mark, Zhi Tian |
| 2016 | ICASSP | Communication-efficient weighted ADMM for decentralized network optimization. | Qing Ling, Yaohua Liu, Wei Shi, Zhi Tian |
| 2016 | ICASSP | Efficient channel statistics estimation for millimeter-wave MIMO systems. | Yue Wang, Zhi Tian, Shulan Feng, Philipp Zhang |
| 2016 | MOBIHOC | Efficient privacy-preserving schemes for dot-product computation in mobile computing. | Chunqiang Hu, Ruinian Li, Wei Li, Jiguo Yu, Zhi Tian, Rongfang Bie |
| 2015 | FUSION | Market analysis and trading strategies with Bayesian networks. | KC Chang, Zhi Tian |
| 2015 | ICDCS | Efficient Customized Privacy Preserving Friend Discovery in Mobile Social Networks. | Hongjuan Li, Xiuzhen Cheng, Keqiu Li, Zhi Tian |
| 2015 | SecureComm | An Attribute-Based Signcryption Scheme to Secure Attribute-Defined Multicast Communications. | Chunqiang Hu, Xiuzhen Cheng, Zhi Tian, Jiguo Yu, Kemal Akkaya, Limin Sun |
| 2013 | ICASSP | High-dimensional sparse covariance estimation for random signals. | Ahmed O. Nasif, Zhi Tian, Qing Ling |
| 2011 | FUSION | Sparsity-aware Kalman tracking of target signal strengths on a grid. | Shahrokh Farahmand, Georgios B. Giannakis, Geert Leus, Zhi Tian |
| 2011 | ICASSP | Decentralized support detection of multiple measurement vectors with joint sparsity. | Qing Ling, Zhi Tian |
| 2011 | ICASSP | Cooperative spectrum sensing based on matrix rank minimization. | Yue Wang, Zhi Tian, Chunyan Feng |
| 2010 | FUSION | Denoising and error correction in wireless sensor networks. | Qing Ling, Gang Wu, Zhi Tian |
| 2010 | GLOBECOM | A Two-Step Compressed Spectrum Sensing Scheme for Wideband Cognitive Radios. | Yue Wang, Zhi Tian, Chunyan Feng |
| 2010 | ICASSP | Energy-efficient decentralized event detection in large-scale wireless sensor networks. | Qing Ling, Fanzi Zeng, Zhi Tian |
| 2009 | FUSION | A decentralized Gauss-Seidel approach for in-network sparse signal recovery. | Qing Ling, Zhi Tian |
| 2009 | ICASSP | Detection of sparse signals under finite-alphabet constraints. | Zhi Tian, Geert Leus, Vincenzo Lottici |
| 2008 | FUSION | Performance evaluation of distributed compressed wideband sensing for cognitive radio networks. | Zhi Tian, Erik Blasch, Wenhua Li, Genshe Chen, Xiaokun Li |
| 2008 | GLOBECOM | Compressed Wideband Sensing in Cooperative Cognitive Radio Networks. | Zhi Tian |
| 2008 | ICASSP | Joint dynamic resource allocation and waveform adaptation in cognitive radio networks. | Zhi Tian, Geert Leus, Vincenzo Lottici |
| 2007 | GLOBECOM | Minimum Node Degree and k-Connectivity of a Wireless Multihop Network in Bounded Area. | Qing Ling, Zhi Tian |
| 2007 | ICASSP | Compressed Sensing for Wideband Cognitive Radios. | Zhi Tian, Georgios B. Giannakis |
| 2007 | WCNC | Spatial Capacity of Cognitive Radio Networks: Narrowband Versus Ultra-Wideband Systems. | Duo Zhang, Zhi Tian |
| 2006 | GLOBECOM | Game-theoretic Distributed Spectrum Sharing for Wireless Cognitive Networks with Heterogeneous QoS. | Tao Jin, Chunxiao Chigan, Zhi Tian |
| 2006 | GLOBECOM | A Sphere Decoding Approach to Multiple Symbols Differential Detection for UWB Systems. | Vincenzo Lottici, Zhi Tian |
| 2006 | ICASSP | Optimized Data Fusion in Bandwidth and Energy Constrained Sensor Networks. | Xianren Wu, Zhi Tian |
| 2005 | ICASSP | Low-complexity multiuser detection and reduced-rank Wiener filters for ultra-wideband multiple access. | Zhi Tian, Hongya Ge, Louis L. Scharf |
| 2004 | ICASSP | Capacity-maximizing resource allocation for data-aided timing and channel estimation in ultra-wideband radios. | Lin Wu, Zhi Tian |
| 2004 | ICASSP | Optimal waveform design for UWB radios. | Xianren Wu, Zhi Tian, Timothy N. Davidson, Georgios B. Giannakis |
| 2004 | WCNC | A cross-layer Kalman-PDA approach to soft-decision equalization for FIR MIMO channels. | Shoumin Liu, Zhi Tian |
| 2003 | GLOBECOM | A soft-decision approach for BLAST systems with less receive than transmit antennae. | Shoumin Liu, Zhi Tian |
| 2003 | GLOBECOM | BER sensitivity to mistiming in correlation-based UWB. | Zhi Tian, Georgios B. Giannakis |
| 2003 | ICASSP | Non-data aided timing acquisition of ultra-wideband transmissions using cyclostationarity. | Liuqing Yang, Zhi Tian, Georgios B. Giannakis |
| 2002 | ICASSP | Performance analysis of adaptive constrained filtering. | Shoumin Liu, Zhi Tian |
| 2002 | ICASSP | Iterative music: Coherent signal estimation, performance analysis. | Zhi Tian |
| 2001 | GLOBECOM | Robust measures for decision feedback equalization in CDMA systems. | Zhi Tian, Kristine L. Bell, Harry L. Van Trees |
| 2001 | ICASSP | An adaptive RLS solution to the optimal minimum power filtering problem with a max/min formulation. | Zhi Tian, Kristine L. Bell |
| 1998 | ICASSP | DOA estimation with hexagonal arrays. | Zhi Tian, Harry L. Van Trees |