The list below is intentionally selective. For the complete and most current record, see the full publications page or Google Scholar.
Efficient AI
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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, 2026. -
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. -
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, 2024. -
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory
X Niu, B Bai, L Deng, W Han.
arXiv, 2024. -
A Mean Field Ansatz for Zero-Shot Weight Transfer
X Chen, W Kuang, L Deng, W Han, B Bai, G Reis.
arXiv, 2024.
Networking Theory and Systems
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A Tale of Two Metrics in Network Delay Optimization
Q Liu, L Deng, H Zeng, M Chen.
IEEE/ACM Transactions on Networking, 2020. -
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. -
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. -
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. -
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, 2019.