Author

Lei Cheng

Observed names: Cheng, Lei, LEI CHENG

Institutions: University of Electronic Science and Technology of China, Shanghai Jiao Tong University, Tencent (China), Yanshan University

Observed institutions: University of Electronic Science and Technology of China, Shanghai Jiao Tong University, Tencent (China), Yanshan University, General Research Institute for Nonferrous Metals (China), China Academy of Information and Communications Technology, National Key Laboratory of Science and Technology on Communications, University of Glasgow

ORCID: 0000-0003-2751-8013

Observed ORCIDs: 0000-0003-2751-8013, 0000-0001-7681-9758, 0009-0001-7402-2726

OpenAlex ID: A5100712675

Dynamic Computation Offloading in Satellite Edge Computing

2022 · Lei Cheng, Gang Feng, et al. · International Conference on Communications · 53

Energy-Constrained Satellite Edge Computing for Satellite-Terrestrial Integrated Networks

2024 · Lei Cheng, Gang Feng, et al. · IEEE Transactions on Vehicular Technology · 42

A Deep Reinforcement Learning based Adaptive Transmission Strategy in Space-Air-Ground Integrated Networks

2022 · Mengjie Liu, Gang Feng, et al. · International Conference on Communications · 11

Cooperative Transmission for Space-Air-Ground Integrated Networks: A Multi-Agent Cooperation Method

2025 · Lei Cheng, Xiaoqian Li, et al. · IEEE Transactions on Vehicular Technology · 8

Split Learning Based Cloud-Edge-End Collaborative Model Training in Heterogeneous Networks

2025 · Jian Wang, Gang Feng, et al. · IEEE Transactions on Network Science and Engineering · 5

Scheduling Model Transmission and Training for Contact-Based Decentralized Satellite Federated Learning

2025 · Lei Cheng, Gang Feng, et al. · IEEE Transactions on Cognitive Communications and Networking · 4

Learning Based Media Access Control for UAV Ad-Hoc Networks

2020 · Lei Cheng, Tinghui Zhang, et al. · IEEE International Conference on Advanced Infocomm Technology · 4

Learning Based Cooperative Transmission Strategy for Space-Air-Ground Integrated Networks

2024 · Lei Cheng, Xiaoqian Li, et al. · IEEE International Conference on Communications workshops · 3

Optimizing Contact-Based Decentralized Satellite Federated Learning

2025 · Lei Cheng, Gang Feng, et al. · International Conference on Communications · 2

Cross-layer feature consistency and dual-transformer residual framework for underwater image enhancement

2026 · Xinbin Li, Lei Cheng, et al. · Engineering Applications of Artificial Intelligence · 1

Access Control for Ambient Backscatter Enabled Internet of Things

2021 · Long Zhang, Gang Feng, et al. · International Conference on Communications · 1

GRIP: Generation and Reasoning for User Profile Completion

2026 · Riwei Lai, Yu Xia, et al. · ACM Conference on Recommender Systems (RecSys)

Preference-Drift-Aware Subsequence Learning and Hierarchical Context Fusion for Long-Sequence Generative Recommendation

2026 · Li, Fei, Gao, Qingyun, et al. · arXiv (Cornell University)

PDF

TGR: Advancing Industrial Recommendation from Generative-Paradigm Ranking toward Unified Generation and Reasoning

2026 · TGR Team, Cheng, Lei, et al. · arXiv (Cornell University)

PDF

TRACE: Retrospective Streaming Generation of Physical Fields under Sparse Structured Sensing

2026 · Zhang, Xinyu, Chen, Lihao, et al. · arXiv (Cornell University)

PDF

G-STAR: Graph-based Scheduling with Trace-driven Adaptive Routing for Industrial LLM-based Multi-Agent Systems

2026 · Jiabao Song, Yu Xia, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

Incentive Mechanism for Distributed Learning in Heterogeneous Networks: A Multi-Leader Multi-Follower Stackelberg Approach

2026 · Jian Wang, Gang Feng, et al. · IEEE International Conference on Communications workshops

Reconciling Contradictory Views on the Effectiveness of SFT in LLMs: An Interaction Perspective

2026 · Zhang, Junpeng, Cheng, Lei, et al. · arXiv (Cornell University)

PDF

Performance Monitoring of Proton Exchange Membrane Water Electrolyzer by Transformers-Based Machine Learning Model

2026 · Chen, Bingqing, Batalov, Ivan, et al. · arXiv (Cornell University)

PDF

StreamPhy: Streaming Inference of High-Dimensional Physical Dynamics via State Space Models

2026 · Chen, Panqi, Sun, Yifan, et al. · arXiv (Cornell University)

PDF

Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation

2026 · Su, Hongyang, Kong, Beibei, et al. · arXiv (Cornell University)

PDF

STPformer: Mutation-Aware Spatial-Temporal Pivotal Attention Networks for Transformer-Based Traffic Forecasting

2026 · Hongyang Su, Chenyun Yu, et al. · Lecture notes in computer science

Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation

2026 · Hongyang Su, Beibei Kong, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

PDF

Integrating Few-Shot and Transfer Learning: The Role of Transfer Identifiers in Closed-System AIOps

2025 · Yong Zhang, Yuetong Ge, et al. · International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE)

Access Control in Satellite–Terrestrial Backhaul Network: An Emergent Communication Based Multi-Agent Reinforcement Learning Approach

2025 · Youkun Peng, Gang Feng, et al. · IEEE Transactions on Vehicular Technology

Works count: 28

Citation count: 134

H-index: 5

I10-index: 3