Peng Ye

Chinese University of Hong Kong

33 papers at tracked venues · 31 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8486-7562 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×12 CVPR ×6 AAAI ×4 ACL ×3 ICLR ×3 ICML ×2 ACM MM ×1 ECCV ×1 EMNLP ×1

Frequent coauthors

Tao Chen

×17

Wanli Ouyang

×15

Lei Bai

×9

Shengji Tang

×6

Dongzhan Zhou

×6

Weihao Lin

×5

Shuyue Hu

×5

Chong Yu

×5

Yuchen Ren

×4

Jianjian Cao

×3

Bo Zhang

×3

Yiqun Zhang

×3

Papers

A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
ACL 2026 ·
Shengji Tang
,
Jianjian Cao
,
Weihao Lin
,
Jiale Hong
,
Bo Zhang
,
Shuyue Hu
,
Lei Bai
,
Tao Chen
,
Wanli Ouyang
, Peng Ye
LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing
ACL 2026 ·
Hao Li
,
Yiqun Zhang
,
Zhaoyan Guo
,
Chenxu Wang
,
Shengji Tang
,
Qiaosheng Zhang
,
Yang Chen
,
Biqing Qi
, Peng Ye,
Lei Bai
,
Zhen Wang
,
Shuyue Hu
Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement
AAAI 2026 ·
Chongjun Tu
, Peng Ye,
Dongzhan Zhou
,
Tao Chen
,
Wanli Ouyang
Nature-Inspired Population-Based Evolution of Large Language Models
ACL 2026 ·
Yiqun Zhang
, Peng Ye,
Xiaocui Yang
,
Shi Feng
,
Shufei Zhang
,
Lei Bai
,
Wanli Ouyang
,
Shuyue Hu
The Avengers: A Routing Recipe for Collective Intelligence in Language Models
AAAI 2026 ·
Yiqun Zhang
,
Hao Li
,
Chenxu Wang
,
Linyao Chen
,
Qiaosheng Zhang
, Peng Ye,
Shi Feng
,
Xinrun Wang
,
Xu Jia
,
Lei Bai
,
Shuyue Hu
A CLIP-Powered Framework for Robust and Generalizable Data Selection
ICLR 2025 ·
Suorong Yang
, Peng Ye,
Wanli Ouyang
,
Dongzhan Zhou
,
Furao Shen
All-in-One: Transferring Vision Foundation Models into Stereo Matching
AAAI 2025 ·
Jingyi Zhou
,
Haoyu Zhang
,
Jiakang Yuan
, Peng Ye,
Tao Chen
,
Hao Jiang
,
Meiya Chen
,
Yangyang Zhang
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
EMNLP 2025 ·
Haonan He
,
Yuchen Ren
,
Yining Tang
,
Ziyang Xu
,
Junxian Li
,
Minghao Yang
,
Di Zhang
,
Dong Yuan
,
Tao Chen
,
Shufei Zhang
,
Yuqiang Li
,
Nanqing Dong
,
Wanli Ouyang
,
Dongzhan Zhou
, Peng Ye
Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
NeurIPS 2025 ·
Xiaohui Wang
, Peng Ye,
Chenyu Huang
,
Shenghe Zheng
,
Bo Zhang
,
Lei Bai
,
Wanli Ouyang
,
Tao Chen
Consistency-aware Self-Training for Iterative-based Stereo Matching
CVPR 2025 ·
Jingyi Zhou
, Peng Ye,
Haoyu Zhang
,
Jiakang Yuan
,
Rao Qiang
,
Yangchenxu Liu
,
Wu Cailin
,
Feng Xu
,
Tao Chen
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
CVPR 2025 ·
Di Zhang
,
Jingdi Lei
,
Junxian Li
,
Xunzhi Wang
,
Yujie Liu
,
Zonglin Yang
,
Jiatong Li
,
Weida Wang
,
Suorong Yang
,
Jianbo Wu
, Peng Ye,
Wanli Ouyang
,
Dongzhan Zhou
DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models
CVPR 2025 ·
Yongqi Huang
, Peng Ye,
Chenyu Huang
,
Jianjian Cao
,
Lin Zhang
,
Baopu Li
,
Gang Yu
,
Tao Chen
FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
NeurIPS 2025 ·
Chongjun Tu
,
Lin Zhang
,
Pengtao Chen
, Peng Ye,
Xianfang Zeng
,
Wei Cheng
,
Gang Yu
,
Tao Chen
GoRA: Gradient-driven Adaptive Low Rank Adaptation
NeurIPS 2025 ·
Haonan He
, Peng Ye,
Yuchen Ren
,
Yuan Yuan
,
Luyang Zhou
,
Shucun Ju
,
Lei Chen
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
ICLR 2025 ·
Shengji Tang
,
Weicai Ye
, Peng Ye,
Weihao Lin
,
Yang Zhou
,
Tao Chen
,
Wanli Ouyang
Less is More: Efficient Model Merging with Binary Task Switch
CVPR 2025 ·
Biqing Qi
,
Fangyuan Li
,
Zhen Wang
,
Junqi Gao
,
Dong Li
, Peng Ye,
Bowen Zhou
MLLM-ISU: The First-Ever Comprehensive Benchmark for Multimodal Large Language Models based Intrusion Scene Understanding
NeurIPS 2025 ·
Fujun Han
, Peng Ye
PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding
NeurIPS 2025 ·
Kangcong Li
, Peng Ye,
Chongjun Tu
,
Lin Zhang
,
Chunfeng Song
,
Jiamin Wu
,
Tao Yang
,
Qihao Zheng
,
Tao Chen
Revisiting Convolution Architecture in the Realm of DNA Foundation Models
ICLR 2025 ·
Yu Bo
,
Weian Mao
,
Yanjun Shao
,
Weiqiang Bai
, Peng Ye,
Xinzhu Ma
,
Junbo Zhao
,
Hao Chen
,
Chunhua Shen
Scaling Physical Reasoning with the PHYSICS Dataset
NeurIPS 2025 ·
Shenghe Zheng
,
Qianjia Cheng
,
Junchi Yao
,
Mengsong Wu
,
Haonan He
,
Ning Ding
,
Yu Cheng
,
Shuyue Hu
,
Lei Bai
,
Dongzhan Zhou
,
Ganqu Cui
, Peng Ye
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration
ICML 2025 ·
Suorong Yang
, Peng Ye,
Furao Shen
,
Dongzhan Zhou
scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration
NeurIPS 2025 ·
Jianle Sun
,
Chaoqi Liang
,
Ran Wei
,
Peng Zheng
,
Lei Bai
,
Wanli Ouyang
,
Hongliang Yan
, Peng Ye
Ada-iD: Active Domain Adaptation for Intrusion Detection
ACM MM 2024 ·
Fujun Han
, Peng Ye,
Shukai Duan
,
Lidan Wang
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
NeurIPS 2024 ·
Yuchen Ren
,
Zhiyuan Chen
,
Lifeng Qiao
,
Hongtai Jing
,
Yuchen Cai
,
Sheng Xu
, Peng Ye,
Xinzhu Ma
,
Siqi Sun
,
Hongliang Yan
,
Dong Yuan
,
Wanli Ouyang
,
Xihui Liu
Boosting Residual Networks with Group Knowledge
AAAI 2024 ·
Shengji Tang
, Peng Ye,
Baopu Li
,
Weihao Lin
,
Tao Chen
,
Tong He
,
Chong Yu
,
Wanli Ouyang
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
ICML 2024 ·
Junchao Gong
,
Lei Bai
, Peng Ye,
Wanghan Xu
,
Na Liu
,
Jianhua Dai
,
Xiaokang Yang
,
Wanli Ouyang
EMR-Merging: Tuning-Free High-Performance Model Merging
NeurIPS 2024 ·
Chenyu Huang
, Peng Ye,
Tao Chen
,
Tong He
,
Xiangyu Yue
,
Wanli Ouyang
Enhanced Sparsification via Stimulative Training
ECCV 2024 ·
Shengji Tang
,
Weihao Lin
,
Hancheng Ye
, Peng Ye,
Chong Yu
,
Baopu Li
,
Tao Chen
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
NeurIPS 2024 ·
Kun Chen
, Peng Ye,
Hao Chen
,
Kang Chen
,
Tao Han
,
Wanli Ouyang
,
Tao Chen
,
Lei Bai
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer
CVPR 2024 ·
Jianjian Cao
, Peng Ye,
Shengze Li
,
Chong Yu
,
Yansong Tang
,
Jiwen Lu
,
Tao Chen
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
NeurIPS 2024 ·
Lifeng Qiao
, Peng Ye,
Yuchen Ren
,
Weiqiang Bai
,
Chaoqi Liang
,
Xinzhu Ma
,
Nanqing Dong
,
Wanli Ouyang
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression
CVPR 2024 ·
Hancheng Ye
,
Chong Yu
, Peng Ye,
Renqiu Xia
,
Yansong Tang
,
Jiwen Lu
,
Tao Chen
,
Bo Zhang
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning
NeurIPS 2024 ·
Weihao Lin
,
Shengji Tang
,
Chong Yu
, Peng Ye,
Tao Chen