Peijie Dong

1. 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
2. EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization
   2023/07/20 by Peijie Dong, Dong, Peijie, Lujun Li +9 · 5 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Image Processing Techniques and Applications #Medical Image Segmentation Techniques
3. VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting
   2024/03/25 by Yujin Tang, Peijie Dong, Tang, Yujin +7 · 4 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
4. DisWOT: Student Architecture Search for Distillation WithOut Training
   2023/03/28 by Peijie Dong, Lujun Li, Dong, Peijie +3 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
5. 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
6. Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models
   2023/11/07 by Longteng Zhang, Xiang Liu, Zhang, Longteng +19 · 2 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
7. Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression
   2025/02/04 by Liu Xiang, Zhenheng Tang, Liu, Xiang +15 · 4 citations
   Computer Science · #Distributed and Parallel Computing Systems
8. Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
   2025/05/26 by Peijie Dong, Dong, Peijie, Zhenheng Tang +9 · 6 citations
   Economics, Econometrics and Finance · Physics and Astronomy · Computer Science · #Credit Risk and Financial Regulations #Magnetic properties of thin films #Advanced Data Storage Technologies
9. FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
   2024/10/27 by Zhenheng Tang, Yonggang Zhang, Tang, Zhenheng +11 · 2 citations
   Computer Science · #Privacy-Preserving Technologies in Data
10. Benchmarking the Residual: What Long-Horizon Evaluations Add Beyond Matched Short-Task Performance
    2026/07/29 by Chao Peng, Zhiheng Lyu, Peijie Dong +2
    Computer Science · #cs.LG #cs.AI #cs.SE
11. Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction
    2026/07/23 by Tencent WorkBuddy Bench Team, Siqi Cai, Shaopeng Chen +35
    #cs.CL #cs.SE