For the most current version of this record, see Google Scholar.

2026

• A Mathematical Theory of Top-Sparse Attention via Total Variation Distance
  G Tzachristas, L Deng, I Tzachristas, G Zhang, R Chen.
  ISIT, 2026.

• HyLRA: Hybrid Layer Reuse Attention for Efficient Long-Context Inference
  X Ai, Q Yang, P Wang, L Deng, L Zhang, R Chen, G Zhang.
  arXiv preprint, 2026.

2025

• From Point to Flow: Enhancing Unsupervised Domain Adaptation with Flow Classification
  L Zhou, M Ye, N Li, S Tang, XQ Fan, L Deng, Z Lei, X Zhu.
  IEEE Transactions on Circuits and Systems for Video Technology, 2025.

• LEO Satellite Grouping-Based Resilient Hierarchical Routing for Large-Scale Constellation Networks
  X Liu, Z Zhang, X Qin, Y Liu, L Deng, L Zhang, J Chen, H Zhou.
  IEEE Transactions on Vehicular Technology, 2025.

• Supporting Real-Time Transmission in Ultradense LEO Satellite Networks: A Prediction-Based Multipath QUIC Scheduler
  M Zhang, Z Zhang, X Liu, L Deng, L Zhang, Q Gao, H Zhou.
  IEEE Internet of Things Journal, 2025.

• Bayesian Test-time Adaptation for Object Recognition and Detection with Vision-Language Models
  L Zhou, M Ye, S Li, N Li, J Wu, X Zhu, L Deng, H Liu, J Luo, Z Lei.
  arXiv preprint, 2025.

• Adaptive Coding and Modulation for Sun Outage Alleviation in Ultra-Dense LEO Satellite Networks: A DRL Approach
  Y Xia, Y Zhang, X Zhang, L Deng, W Han, B Bai, H Zhou.
  IEEE Internet of Things Journal, 2025.

• Text-Driven Causal Representation Learning for Source-Free Domain Generalization
  L Zhou, M Ye, N Li, S Li, J Wu, X Zhu, L Deng, H Liu, J Luo, Z Lei.
  arXiv preprint, 2025.

• Optimizing Ride-Sharing Routing: A Demand-Aware Approach
  Q Lin, L Wang, L Deng, J Sun, M Chen.
  IEEE Transactions on Intelligent Transportation Systems, 2025.

• Compressing Inside Generating: A Latent Domain Codec for AI-Generated Images
  Y Chen, Z Sun, Y Huang, L Deng, W Han, B Bai, S Wang.
  Data Compression Conference, 2025.

• Bayesian Test-Time Adaptation for Vision-Language Models
  L Zhou, M Ye, S Li, N Li, X Zhu, L Deng, H Liu, Z Lei.
  CVPR, 2025.

2024

• Extreme Video Compression with Prediction Using Pre-Trained Diffusion Models
  B Li, Y Liu, X Niu, B Bai, W Han, L Deng, D Gunduz.
  WCSP, 2024.

• A Mean Field Ansatz for Zero-Shot Weight Transfer
  X Chen, W Kuang, L Deng, W Han, B Bai, G Reis.
  arXiv preprint, 2024.

• Extending Context Window of Large Language Models via Semantic Compression
  W Fei, X Niu, P Zhou, L Hou, B Bai, L Deng, W Han.
  Findings of ACL, 2024.

• Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding
  W Fei, X Niu, G Xie, Y Zhang, B Bai, L Deng, W Han.
  arXiv preprint, 2024.

• High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models
  SF Yilmaz, X Niu, B Bai, W Han, L Deng, D Gunduz.
  INFOCOM Workshops, 2024.

• Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory
  X Niu, B Bai, L Deng, W Han.
  arXiv preprint, 2024.

• Extreme Video Compression with Pre-Trained Diffusion Models
  B Li, Y Liu, X Niu, B Bai, L Deng, D Gunduz.
  arXiv preprint, 2024.

2023

• Achieving Maximum Urgency-Dependent Throughput in Random Access
  Y Zhang, A Gong, L Deng, YH Lo, Y Lin, J Li.
  IEEE Transactions on Communications, 2023.

• Dynamic Optimization of Random Access in Deadline-Constrained Broadcasting
  A Gong, Y Zhang, L Deng, F Liu, J Li, F Shu.
  IEEE Transactions on Network Science and Engineering, 2023.

2022

• Optimal-Repair-Cost MDS Array Codes for a Class of Heterogeneous Distributed Storage Systems
  Z Li, WH Mow, L Deng, TY Wu.
  IEEE International Symposium on Information Theory, 2022.

• The Story of ALOHA-Based and Reinforcement-Learning-Based Random Access for Delay-Constrained Communications
  L Deng, D Wu, J Deng, PN Chen, YS Han.
  arXiv preprint, 2022.

• An Input-Queueing TSN Switching Architecture to Achieve Zero Packet Loss for Timely Traffic
  M Li, L Deng, YS Han.
  arXiv preprint, 2022.

• Reinforcement Learning for Improved Random Access in Delay-Constrained Heterogeneous Wireless Networks
  L Deng, D Wu, Z Liu, Y Zhang, YS Han.
  arXiv preprint, 2022.

2021

• Reinforcement Learning Random Access for Delay-Constrained Heterogeneous Wireless Networks: A Two-User Case
  D Wu, L Deng, Z Liu, Y Zhang, YS Han.
  IEEE Globecom Workshops, 2021.

• Joint Design of Control Policy and Network Scheduling Policy for Wireless Networked Control Systems: Theory and Application
  L Deng, C Tan, F Zhang, WS Wong.
  Information Sciences, 2021.

• Dynamic Control for Random Access in Deadline-Constrained Broadcasting
  A Gong, L Deng, F Liu, Y Zhang.
  arXiv preprint, 2021.

• Comparing Delay-Constrained ALOHA and CSMA: A Learning-Based Low-Complexity Approximate Approach
  L Deng, Y Yu, Y Zhang, YS Han.
  IEEE Open Journal of the Communications Society, 2021.

• A Joint User Scheduling and Trajectory Planning Data Collection Strategy for the UAV-Assisted WSN
  X Wang, X Liu, CT Cheng, L Deng, X Chen, F Xiao.
  IEEE Communications Letters, 2021.

2020

• Delay-Constrained Topology-Transparent Distributed Scheduling for MANETs
  L Deng, F Liu, Y Zhang, WS Wong.
  IEEE Transactions on Vehicular Technology, 2020.

• Scheduling Algorithms for Wireless Downlink with Deadline and Retransmission Constraints
  F Zhang, A Gong, L Deng, Y Zhang.
  ICCT, 2020.

• Comparing Delay-Constrained ALOHA and CSMA: A Learning-Based Low-Complexity Approximate Approach
  Y Yu, L Deng, Y Zhang, YS Han.
  ICCA, 2020.

• A Tale of Two Metrics in Network Delay Optimization
  Q Liu, L Deng, H Zeng, M Chen.
  IEEE/ACM Transactions on Networking, 2020.

• 我国数字创意技术发展现状与展望
  邓磊，王妙辉，范雷东，袁圆，王振中.
  中国工程科学, 2020.

2019

• Methods and Systems for Efficient and Timely Transportation of Heavy-Duty Trucks
  M Chen, L Deng, MH Hajiesmaili.
  US Patent 10,502,578, 2019.

• Convex Set of Doubly Substochastic Matrices
  L Deng.
  IWSDA, 2019.

• Cache-Aided Multi-Hop UAV-Relaying Networks
  X Li, K Chen, H Hou, L Deng, Q Zhou.
  Physical Communication, 2019.

2018

• Device-to-Device Load Balancing for Cellular Networks
  L Deng, Y He, Y Zhang, M Chen, Z Li, JYB Lee, YJ Zhang, L Song.
  IEEE Transactions on Communications, 2018.

• On Stability Condition of Wireless Networked Control Systems under Joint Design of Control Policy and Network Scheduling Policy
  L Deng, C Tan, WS Wong.
  CDC, 2018.

• On the Asymptotic Performance of Delay-Constrained Slotted ALOHA
  L Deng, J Deng, PN Chen, YS Han.
  ICCCN, 2018.

• Energy-Efficient Timely Transportation of Long-Haul Heavy-Duty Trucks
  L Deng, MH Hajiesmaili, M Chen, H Zeng.
  IEEE Transactions on Intelligent Transportation Systems, 2018.

• Delay-Constrained Input-Queued Switch
  L Deng, WS Wong, PN Chen, YS Han.
  IEEE Journal on Selected Areas in Communications, 2018.

• An Optimal Algorithm for Online Non-Convex Learning
  L Yang, L Deng, MH Hajiesmaili, C Tan, WS Wong.
  Proceedings of the ACM on Measurement and Analysis of Computing Systems (ACM SIGMETRICS), 2018.

• Dynamic Spectrum Allocation for Heterogeneous Cognitive Radio Networks with Multiple Channels
  W Zhang, Y Sun, L Deng, CK Yeo, L Yang.
  IEEE Systems Journal, 2018.

• Optimal Demand-Aware Ride-Sharing Routing
  Q Lin, L Deng, J Sun, M Chen.
  INFOCOM, 2018.

• Joint Bidding and Geographical Load Balancing for Datacenters: Is Uncertainty a Blessing or a Curse?
  Y Zhang, L Deng, M Chen, P Wang.
  IEEE/ACM Transactions on Networking, 2018.

• Poster: Delay-Constrained Input-Queued Switch
  L Deng, WS Wong, PN Chen, YS Han.
  MobiHoc poster, 2018.

2017

• On the Min-Max-Delay Problem: NP-Completeness, Algorithm, and Integrality Gap
  Q Liu, L Deng, H Zeng, M Chen.
  ITW, 2017.

• Timely Wireless Flows with General Traffic Patterns: Capacity Region and Scheduling Algorithms
  L Deng, CC Wang, M Chen, S Zhao.
  IEEE/ACM Transactions on Networking, 2017.

• Incentivizing Device-to-Device Load Balancing for Cellular Networks: An Online Auction Design
  MH Hajiesmaili, L Deng, M Chen, Z Li.
  IEEE Journal on Selected Areas in Communications, 2017.

2016

• Utility Maximization for Uplink MU-MIMO: Combining Spectral-Energy Efficiency and Fairness
  L Deng, W Zhang, Y Rui, YC Kiat.
  EuCNC, 2016.

• Energy-Efficient Timely Transportation of Long-Haul Heavy-Duty Trucks
  L Deng, MH Hajiesmaili, M Chen, H Zeng.
  e-Energy, 2016.

• Timely Wireless Flows with Arbitrary Traffic Patterns: Capacity Region and Scheduling Algorithms
  L Deng, CC Wang, M Chen, S Zhao.
  INFOCOM, 2016.

• Dynamic Spectrum Allocation for Heterogeneous Cognitive Radio Network
  W Zhang, L Deng, YC Kiat.
  WCNC, 2016.

• Second Chance Works Out Better: Saving More for Data Center Operator in Open Energy Market
  P Wang, Y Zhang, L Deng, M Chen, X Liu.
  CISS, 2016.

2015

• Robust Energy-Efficient Power Loading for MIMO System under Imperfect CSI
  Y Rui, L Deng, Q Wang, J Li, G Qian, M Li, Y Wang.
  International Journal of Sensor Networks, 2015.

2014

• Cluster-Based Cooperative Spectrum Sensing Assignment Strategy in Cognitive Radio Networks
  W Zhang, Y Yang, CK Yeo, L Deng.
  VTC Fall, 2014.

2013

• Energy-Efficient Multi-Mode Transmission in Uplink Virtual MIMO Systems
  Y Rui, L Deng, P Cheng, QT Zhang, M Li.
  ICC, 2013.

• Mode Selection and Power Optimization for Energy Efficiency in Uplink Virtual MIMO Systems
  Y Rui, QT Zhang, L Deng, P Cheng, M Li.
  IEEE Journal on Selected Areas in Communications, 2013.

• A Unified Energy Efficiency and Spectral Efficiency Tradeoff Metric in Wireless Networks
  L Deng, Y Rui, P Cheng, J Zhang, Q Zhang, M Li.
  IEEE Communications Letters, 2013.

2012

• Cooperative Transmission with Broadcasting and Communication
  D Wei, L Deng, Y Rui, M Li, F Wang.
  INCoS, 2012.

• Resource Allocation for Cognitive Networks with D2D Communication: An Evolutionary Approach
  P Cheng, L Deng, H Yu, Y Xu, H Wang.
  WCNC, 2012.

• Energy Efficiency Optimization in Uplink Virtual MIMO Systems
  Y Rui, QT Zhang, M Li, L Deng, P Cheng.
  ICC, 2012.

• Robust Energy-Efficient Power Loading for MIMO System under Imperfect CSI
  Y Rui, L Deng, M Li, J Li, X Yu.
  WASA, 2012.

• Colorization Using Quaternion Algebra with Automatic Scribble Generation
  X Ding, Y Xu, L Deng, X Yang.
  MMM, 2012.