Peijie Dong

18 papers at tracked venues · 11 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ECCV ×4 NeurIPS ×4 EMNLP ×3 ICML ×3 AAAI ×2 CVPR ×1 ICLR ×1

Frequent coauthors

Xiaowen Chu

×13

Lujun Li

×11

Zhenheng Tang

×10

Xiang Liu

×9

Qiang Wang

×6

Wei Xue

×5

Yike Guo

×5

Zimian Wei

×4

Wenhan Luo

×4

Qifeng Liu

×4

Xinglin Pan

×3

Bo Li

×2

Papers

Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
ICML 2025 · Peijie Dong,
Zhenheng Tang
,
Xiang Liu
,
Lujun Li
,
Xiaowen Chu
,
Bo Li
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
NeurIPS 2025 ·
Xiang Liu
,
Zhenheng Tang
, Peijie Dong,
Zeyu Li
,
Yue Liu
,
Bo Li
,
Xuming Hu
,
Xiaowen Chu
ParZC: Parametric Zero-Cost Proxies for Efficient NAS
AAAI 2025 · Peijie Dong,
Lujun Li
,
Zhenheng Tang
,
Xiang Liu
,
Zimian Wei
,
Qiang Wang
,
Xiaowen Chu
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research
EMNLP 2025 ·
Xiang Liu
,
Penglei Sun
,
Shuyan Chen
,
Longhan Zhang
, Peijie Dong,
Huajie You
,
Yongqi Zhang
,
Chang Yan
,
Xiaowen Chu
,
Tong-yi Zhang
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
ICLR 2025 · Peijie Dong,
Lujun Li
,
Yuedong Zhong
,
Dayou Du
,
Ruibo Fan
,
Yuhan Chen
,
Zhenheng Tang
,
Qiang Wang
,
Wei Xue
,
Yike Guo
,
Xiaowen Chu
AttnZero: Efficient Attention Discovery for Vision Transformers
ECCV 2024 ·
Lujun Li
,
Zimian Wei
, Peijie Dong,
Wenhan Luo
,
Wei Xue
,
Qifeng Liu
,
Yike Guo
Auto-DAS: Automated Proxy Discovery for Training-Free Distillation-Aware Architecture Search
ECCV 2024 ·
Haosen Sun
,
Lujun Li
, Peijie Dong,
Zimian Wei
,
Shitong Shao
Auto-GAS: Automated Proxy Discovery for Training-Free Generative Architecture Search
ECCV 2024 ·
Lujun Li
,
Haosen Sun
,
Shiwen Li
, Peijie Dong,
Wenhan Luo
,
Wei Xue
,
Qifeng Liu
,
Yike Guo
Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery
AAAI 2024 ·
Zimian Wei
, Peijie Dong,
Zheng Hui
,
Anggeng Li
,
Lujun Li
,
Menglong Lu
,
Hengyue Pan
,
Dongsheng Li
DetKDS: Knowledge Distillation Search for Object Detectors
ICML 2024 ·
Lujun Li
,
Yufan Bao
, Peijie Dong,
Chuanguang Yang
,
Anggeng Li
,
Wenhan Luo
,
Qifeng Liu
,
Wei Xue
,
Yike Guo
Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models
NeurIPS 2024 ·
Lujun Li
, Peijie Dong,
Zhenheng Tang
,
Xiang Liu
,
Qiang Wang
,
Wenhan Luo
,
Wei Xue
,
Qifeng Liu
,
Xiaowen Chu
,
Yike Guo
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
NeurIPS 2024 ·
Zhenheng Tang
,
Yonggang Zhang
, Peijie Dong,
Yiu-ming Cheung
,
Amelie Chi Zhou
,
Bo Han
,
Xiaowen Chu
LPZero: Language Model Zero-cost Proxy Search from Zero
EMNLP 2024 · Peijie Dong,
Lujun Li
,
Xiang Liu
,
Zhenheng Tang
,
Xuebo Liu
,
Qiang Wang
,
Xiaowen Chu
LongGenBench: Long-context Generation Benchmark
EMNLP 2024 ·
Xiang Liu
, Peijie Dong,
Xuming Hu
,
Xiaowen Chu
Multi-task Domain Adaptation for Language Grounding with 3D Objects
ECCV 2024 ·
Penglei Sun
,
Yaoxian Song
,
Xinglin Pan
, Peijie Dong,
Xiaofei Yang
,
Qiang Wang
,
Zhixu Li
,
Tiefeng Li
,
Xiaowen Chu
Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models
ICML 2024 · Peijie Dong,
Lujun Li
,
Zhenheng Tang
,
Xiang Liu
,
Xinglin Pan
,
Qiang Wang
,
Xiaowen Chu
Should We Really Edit Language Models? On the Evaluation of Edited Language Models
NeurIPS 2024 ·
Qi Li
,
Xiang Liu
,
Zhenheng Tang
, Peijie Dong,
Zeyu Li
,
Xinglin Pan
,
Xiaowen Chu
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting
CVPR 2024 ·
Yujin Tang
, Peijie Dong,
Zhenheng Tang
,
Xiaowen Chu
,
Junwei Liang