Zhenheng Tang

1. BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems
   2024/01/31 by Yuxin Wang, Yuhan Chen, Wang, Yuxin +20 · 29 citations
   Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Distributed #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Parallel #Performance (cs.PF) #Service-Oriented Architecture and Web Services #and Cluster Computing (cs.DC)
2. The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study
   2019/05/27 by Zhenheng Tang, Yuxin Wang, Tang, Zhenheng +5 · 5 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Performance (cs.PF)
3. ExpertFlow: Efficient Mixture-of-Experts Inference via Predictive Expert Caching and Token Scheduling
   2024/10/23 by Xin He, Shunkang Zhang, He, Xin +14 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Seismology and Earthquake Studies
4. Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models
   2024/06/05 by Peijie Dong, Dong, Peijie, Lujun Li +11 · 7 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
5. VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting
   2024/03/25 by Yujin Tang, Peijie Dong, Tang, Yujin +7 · 3 citations
   Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture #Satellite Image Processing and Photogrammetry
6. GossipFL: A Decentralized Federated Learning Framework With Sparsified and Adaptive Communication
   2023/03/01 by Zhenheng Tang, Shaohuai Shi, Bo Li +1 · 2 citations
7. LLM-based Human Simulations Have Not Yet Been Reliable
   2025/01/15 by Qian Wang, Jiaying Wu, Wang, Qian +13 · 5 citations
   Engineering · Psychology · #Computation and Language (cs.CL) #Engineering Technology and Methodologies #FOS: Computer and information sciences #Human-Automation Interaction and Safety
8. Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning
   2022/06/06 by Zhenheng Tang, Yonggang Zhang, Tang, Zhenheng +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
9. LPZero: Language Model Zero-cost Proxy Search from Zero
   2024/10/07 by Peijie Dong, Lujun Li, Dong, Peijie +11 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
10. Communication-Efficient Distributed Deep Learning: A Comprehensive Survey
    2020/03/10 by Zhenheng Tang, Shaohuai Shi, Tang, Zhenheng +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC) #electronic engineering #information engineering
11. Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression
    2025/02/04 by Liu Xiang, Liu, Xiang, Zhenheng Tang +15 · 4 citations
    Computer Science · #Distributed and Parallel Computing Systems
12. DreamDDP: Accelerating Data Parallel Distributed LLM Training with Layer-wise Scheduled Partial Synchronization
    2025/02/16 by Zhenheng Tang, Tang, Zhenheng, Zichen Tang +17 · 3 citations
    Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #Robotics and Automated Systems #and Cluster Computing (cs.DC)
13. Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
    2025/05/26 by Peijie Dong, Zhenheng Tang, Dong, Peijie +9 · 5 citations
    Economics, Econometrics and Finance · Physics and Astronomy · Computer Science · #Credit Risk and Financial Regulations #Magnetic properties of thin films #Advanced Data Storage Technologies
14. FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
    2024/10/27 by Zhenheng Tang, Tang, Zhenheng, Yonggang Zhang +11 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data
15. One-shot Federated Learning Methods: A Practical Guide
    2025/02/13 by Xiang Liu, Liu, Xiang, Zhenheng Tang +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
16. DRNOISE: Benchmarking Deep Research Agents in Misleading Evidence Environments
    2026/07/19 by Jun Nie, Zhiqin Yang, Zhenheng Tang +4
    #cs.LG #cs.CL #cs.IR