Peng Ye

142 papers A* 24B 1Misc 2Journal 112Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
$\beta $-DARTS++: Bi-Level Regularization for Proxy-Robust Differentiable Architecture Search.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Ye, Tong He, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang
2026 J jnl
A Unified Study of LoRA Variants: Taxonomy, Review, Codebase, and Empirical Evaluation.
CoRR
Haonan He, Jingqi Ye, Minglei Li, Zhengbo Wang, Tao Chen, Lei Bai, Peng Ye
2026 J jnl
A knowledge-driven self-supervised learning method for enhancing EEG-based emotion recognition.
Neural Networks
Hanqi Wang, Jingyu Zhang, Peng Ye, Kun Yang, Jichuan Xiong, Xuefeng Liu, Tao Chen, Liang Song
2026 J jnl
Adapter-X: A general parameter-efficient fine-tuning framework for 2D and 3D vision.
Neurocomputing
Minglei Li, Peng Ye, Lin Zhang, Bizhe Bai, Tao Chen
2026 J jnl
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs.
Int. J. Comput. Vis.
Chongjun Tu, Peng Ye, Dongzhan Zhou, Lei Bai, Gang Yu, Tao Chen, Wanli Ouyang
2026 J jnl
Beyond Gemini-3-Pro: Revisiting LLM Routing and Aggregation at Scale.
CoRR
Shengji Tang, Weihao Lin, Jingqi Ye, Hao Li, Bo Zhang, Shuyue Hu, Tao Chen, Wangli Ouyang, Lei Bai, Peng Ye
2026 J jnl
FRISM: Fine-Grained Reasoning Injection via Subspace-Level Model Merging for Vision-Language Models.
CoRR
Chenyu Huang, Peng Ye, Xudong Tan, Jinhan Mu, Shenghe Zheng, Li Shen, Tao Chen
2026 J jnl
Fair splits flip the leaderboard: CHANRG reveals limited generalization in RNA secondary-structure prediction.
CoRR
Zhiyuan Chen, Zhenfeng Deng, Pan Deng, Yue Liao, Xiu Su, Peng Ye, Xihui Liu
2026 J jnl
LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing.
CoRR
Hao Li, Yiqun Zhang, Zhaoyan Guo, Chenxu Wang, Shengji Tang, Qiaosheng Zhang, Yang Chen, Biqing Qi, Peng Ye, Lei Bai, Zhen Wang, Shuyue Hu
2026 J jnl
LSTM-MAS: A Long Short-Term Memory Inspired Multi-Agent System for Long-Context Understanding.
CoRR
Yichen Jiang, Peng Ye, Jiakang Yuan, Chongjun Tu, Lei Bai, Tao Chen
2026 J jnl
Learning to Explore with Parameter-Space Noise: A Deep Dive into Parameter-Space Noise for Reinforcement Learning with Verifiable Rewards.
CoRR
Bizhe Bai, Xinyue Wang, Peng Ye, Tao Chen
2026 J jnl
MADTP++: Bridge the Gap Between Token and Weight Pruning for Accelerating VLTs.
IEEE Trans. Pattern Anal. Mach. Intell.
Jianjian Cao, Chong Yu, Peng Ye, Tao Chen
2026 J jnl
Mamba-Based Progressive-Recovery Framework for Multimodal Low Light Image Enhancement.
IEEE Trans. Multim.
Mohammad Mahdizadeh, Jianjian Cao, Peng Ye, Tao Chen
2026 A* conf
Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement.
AAAI
Chongjun Tu, Peng Ye, Dongzhan Zhou, Tao Chen, Wanli Ouyang
2026 J jnl
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads.
CoRR
Yun Luo, Futing Wang, Qianjia Cheng, Fangchen Yu, Haodi Lei, Jianhao Yan, Chenxi Li, Jiacheng Chen, Yufeng Zhao, Haiyuan Wan, Yuchen Zhang, Shenghe Zheng, Junchi Yao, Qingyang Zhang, Haonan He, Wenxuan Zeng, Li Sheng, Chengxing Xie, Yuxin Zuo, Yizhuo Li, Yulun Wu, Rui Huang, Dongzhan Zhou, Kai Chen, Yu Qiao, Lei Bai, Yu Cheng, Ning Ding, Bowen Zhou, Peng Ye, Ganqu Cui
2026 A* conf
The Avengers: A Routing Recipe for Collective Intelligence in Language Models.
AAAI
Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Xinrun Wang, Xu Jia, Lei Bai, Shuyue Hu
2025 A* conf
A CLIP-Powered Framework for Robust and Generalizable Data Selection.
ICLR
Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen
2025 A* conf
All-in-One: Transferring Vision Foundation Models into Stereo Matching.
AAAI
Jingyi Zhou, Haoyu Zhang, Jiakang Yuan, Peng Ye, Tao Chen, Hao Jiang, Meiya Chen, Yangyang Zhang
2025 J jnl
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs.
CoRR
Chongjun Tu, Peng Ye, Dongzhan Zhou, Lei Bai, Gang Yu, Tao Chen, Wanli Ouyang
2025 — conf
Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing.
DAI
Yiqun Zhang, Hao Li, Jianhao Chen, Hangfan Zhang, Peng Ye, Lei Bai, Shuyue Hu
2025 J jnl
Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing.
CoRR
Yiqun Zhang, Hao Li, Jianhao Chen, Hangfan Zhang, Peng Ye, Lei Bai, Shuyue Hu
2025 — conf
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models.
EMNLP (Findings)
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
2025 J jnl
Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression.
CoRR
Xiaohui Wang, Peng Ye, Chenyu Huang, Shenghe Zheng, Bo Zhang, Wanli Ouyang, Tao Chen
2025 J jnl
BridgeNet: Comprehensive and Effective Feature Interactions via Bridge Feature for Multi-Task Dense Predictions.
IEEE Trans. Pattern Anal. Mach. Intell.
Jingdong Zhang, Jiayuan Fan, Peng Ye, Bo Zhang, Hancheng Ye, Baopu Li, Yancheng Cai, Tao Chen
2025 J jnl
CTTS: Collective Test-Time Scaling.
CoRR
Zhende Song, Shengji Tang, Peng Ye, Jiayuan Fan, Tao Chen
2025 J jnl
ClipSAM: CLIP and SAM collaboration for zero-shot anomaly segmentation.
Neurocomputing
Shengze Li, Jianjian Cao, Peng Ye, Yuhan Ding, Chongjun Tu, Tao Chen
2025 J jnl
Consistency-aware Self-Training for Iterative-based Stereo Matching.
CoRR
Jingyi Zhou, Peng Ye, Haoyu Zhang, Jiakang Yuan, Rao Qiang, Yangchenxu Liu, Wu Cailin, Feng Xu, Tao Chen
2025 J jnl
Control-R: Towards controllable test-time scaling.
CoRR
Di Zhang, Weida Wang, Junxian Li, Xunzhi Wang, Jiatong Li, Jianbo Wu, Jingdi Lei, Haonan He, Peng Ye, Shufei Zhang, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou
2025 A* conf
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning.
CVPR
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
2025 A* conf
DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models.
CVPR
Yongqi Huang, Peng Ye, Chenyu Huang, Jianjian Cao, Lin Zhang, Baopu Li, Gang Yu, Tao Chen
2025 J jnl
DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models.
CoRR
Yongqi Huang, Peng Ye, Chenyu Huang, Jianjian Cao, Lin Zhang, Baopu Li, Gang Yu, Tao Chen
2025 J jnl
Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging.
CoRR
Shenghe Zheng, Hongzhi Wang, Chenyu Huang, Xiaohui Wang, Tao Chen, Jiayuan Fan, Shuyue Hu, Peng Ye
2025 J jnl
Doc-CoB: Enhancing Multi-Modal Document Understanding with Visual Chain-of-Boxes Reasoning.
CoRR
Ye Mo, Zirui Shao, Kai Ye, Xianwei Mao, Bo Zhang, Hangdi Xing, Peng Ye, Gang Huang, Kehan Chen, Zhou Huan, Zixu Yan, Sheng Zhou
2025 J jnl
DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiamu Sheng, Jingyi Zhou, Jiong Wang, Peng Ye, Jiayuan Fan
2025 J jnl
Dynamic Base model Shift for Delta Compression.
CoRR
Chenyu Huang, Peng Ye, Shenghe Zheng, Xiaohui Wang, Lei Bai, Tao Chen, Wanli Ouyang
2025 J jnl
Dynamic Model Merging With Mixture of Weights.
IEEE Trans. Circuits Syst. Video Technol.
Peng Ye, Chenyu Huang, Mingzhu Shen, Tao Chen, Yongqi Huang, Wanli Ouyang
2025 J jnl
EGM: Efficiently Learning General Motion Tracking Policy for High Dynamic Humanoid Whole-Body Control.
CoRR
Chao Yang, Yingkai Sun, Peng Ye, Xin Chen, Chong Yu, Tao Chen
2025 J jnl
Efficient Architecture Search via Bi-Level Data Pruning.
IEEE Trans. Circuits Syst. Video Technol.
Chongjun Tu, Peng Ye, Weihao Lin, Hancheng Ye, Chong Yu, Tao Chen, Baopu Li, Wanli Ouyang
2025 J jnl
Enhancing visibility in hazy conditions: A multimodal multispectral image dehazing approach.
J. Vis. Commun. Image Represent.
Mohammad Mahdizadeh, Peng Ye, Shaoqing Zhao
2025 J jnl
FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding.
CoRR
Chongjun Tu, Lin Zhang, Pengtao Chen, Peng Ye, Xianfang Zeng, Wei Cheng, Gang Yu, Tao Chen
2025 J jnl
GoRA: Gradient-driven Adaptive Low Rank Adaptation.
CoRR
Haonan He, Peng Ye, Yuchen Ren, Yuan Yuan, Lei Chen
2025 J jnl
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?
CoRR
Fangchen Yu, Haiyuan Wan, Qianjia Cheng, Yuchen Zhang, Jiacheng Chen, Fujun Han, Yulun Wu, Junchi Yao, Ruilizhen Hu, Ning Ding, Yu Cheng, Tao Chen, Lei Bai, Dongzhan Zhou, Yun Luo, Ganqu Cui, Peng Ye
2025 A* conf
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction.
ICLR
Shengji Tang, Weicai Ye, Peng Ye, Weihao Lin, Yang Zhou, Tao Chen, Wanli Ouyang
2025 J jnl
ICL-Router: In-Context Learned Model Representations for LLM Routing.
CoRR
Chenxu Wang, Hao Li, Yiqun Zhang, Linyao Chen, Jianhao Chen, Ping Jian, Peng Ye, Qiaosheng Zhang, Shuyue Hu
2025 J jnl
Illuminating the night: A light source-aware and exposure-balanced low-light enhancement approach for real nighttime scenes.
Digit. Signal Process.
Mohammad Mahdizadeh, Shijie Chen, Peng Ye
2025 J jnl
Learning Compact Representations of LLM Abilities via Item Response Theory.
CoRR
Jianhao Chen, Chenxu Wang, Gengrui Zhang, Peng Ye, Lei Bai, Wei Hu, Yuzhong Qu, Shuyue Hu
2025 A* conf
Less is More: Efficient Model Merging with Binary Task Switch.
CVPR
Biqing Qi, Fangyuan Li, Zhen Wang, Junqi Gao, Dong Li, Peng Ye, Bowen Zhou
2025 J jnl
M-GRPO: Stabilizing Self-Supervised Reinforcement Learning for Large Language Models with Momentum-Anchored Policy Optimization.
CoRR
Bizhe Bai, Hongming Wu, Peng Ye, Tao Chen
2025 J jnl
MF-ID: A Benchmark and Approach for Multi-Category Fine-Grained Intrusion Detection.
IEEE Trans Autom. Sci. Eng.
Fujun Han, Peng Ye, Ke Li, Shukai Duan, Lidan Wang
2025 J jnl
Multi-Level Decoupled Relational Distillation for Heterogeneous Architectures.
CoRR
Yaoxin Yang, Peng Ye, Weihao Lin, Kangcong Li, Yan Wen, Jia Hao, Tao Chen
2025 J jnl
Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning.
CoRR
Suorong Yang, Peijia Li, Yujie Liu, Zhiming Xu, Peng Ye, Wanli Ouyang, Furao Shen, Dongzhan Zhou
2025 J jnl
Nature-Inspired Population-Based Evolution of Large Language Models.
CoRR
Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, Lei Bai, Wanli Ouyang, Shuyue Hu
2025 J jnl
NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification.
CoRR
Bo Zhang, Shiyang Feng, Xiangchao Yan, Jiakang Yuan, Zhiyin Yu, Xiaohan He, Songtao Huang, Shaowei Hou, Zheng Nie, Zhilong Wang, Jinyao Liu, Runmin Ma, Tianshuo Peng, Peng Ye, Dongzhan Zhou, Shufei Zhang, Xiaosong Wang, Yilan Zhang, Meng Li, Zhongying Tu, Xiangyu Yue, Wangli Ouyang, Bowen Zhou, Lei Bai
2025 J jnl
Open-Source LLMs Collaboration Beats Closed-Source LLMs: A Scalable Multi-Agent System.
CoRR
Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shuyue Hu, Lei Bai, Tao Chen, Wanli Ouyang, Peng Ye
2025 J jnl
P1: Mastering Physics Olympiads with Reinforcement Learning.
CoRR
Jiacheng Chen, Qianjia Cheng, Fangchen Yu, Haiyuan Wan, Yuchen Zhang, Shenghe Zheng, Junchi Yao, Qingyang Zhang, Haonan He, Yun Luo, Yufeng Zhao, Futing Wang, Li Sheng, Chengxing Xie, Yuxin Zuo, Yizhuo Li, Wenxauan Zeng, Yulun Wu, Rui Huang, Dongzhan Zhou, Kai Chen, Yu Qiao, Lei Bai, Yu Cheng, Ning Ding, Bowen Zhou, Peng Ye, Ganqu Cui
2025 J jnl
PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding.
CoRR
Kangcong Li, Peng Ye, Chongjun Tu, Lin Zhang, Chunfeng Song, Jiamin Wu, Tao Yang, Qihao Zheng, Tao Chen
2025 J jnl
PhysicsMinions: Winning Gold Medals in the Latest Physics Olympiads with a Coevolutionary Multimodal Multi-Agent System.
CoRR
Fangchen Yu, Junchi Yao, Ziyi Wang, Haiyuan Wan, Youling Huang, Bo Zhang, Shuyue Hu, Dongzhan Zhou, Ning Ding, Ganqu Cui, Lei Bai, Wanli Ouyang, Peng Ye
2025 J jnl
RegionE: Adaptive Region-Aware Generation for Efficient Image Editing.
CoRR
Pengtao Chen, Xianfang Zeng, Maosen Zhao, Mingzhu Shen, Peng Ye, Bangyin Xiang, Zhibo Wang, Wei Cheng, Gang Yu, Tao Chen
2025 A* conf
Revisiting Convolution Architecture in the Realm of DNA Foundation Models.
ICLR
Yu Bo, Weian Mao, Yanjun Shao, Weiqiang Bai, Peng Ye, Xinzhu Ma, Junbo Zhao, Hao Chen, Chunhua Shen
2025 J jnl
Revisiting Convolution Architecture in the Realm of DNA Foundation Models.
CoRR
Yu Bo, Weian Mao, Yanjun Shao, Weiqiang Bai, Peng Ye, Xinzhu Ma, Junbo Zhao, Hao Chen, Chunhua Shen
2025 J jnl
Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach.
CoRR
Yaoxin Yang, Peng Ye, Xudong Tan, Chongjun Tu, Maosen Zhao, Jia Hao, Tao Chen
2025 J jnl
SCI-Verifier: Scientific Verifier with Thinking.
CoRR
Shenghe Zheng, Chenyu Huang, Fangchen Yu, Junchi Yao, Jingqi Ye, Tao Chen, Yun Luo, Ning Ding, Lei Bai, Ganqu Cui, Peng Ye
2025 J jnl
Scaling Physical Reasoning with the PHYSICS Dataset.
CoRR
Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye
2025 J jnl
Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform.
CoRR
Chenyu Huang, Peng Ye, Xiaohui Wang, Shenghe Zheng, Biqing Qi, Lei Bai, Wanli Ouyang, Tao Chen
2025 J jnl
Sequential Token Merging: Revisiting Hidden States.
CoRR
Yan Wen, Peng Ye, Lin Zhang, Baopu Li, Jiakang Yuan, Yaoxin Yang, Tao Chen
2025 J jnl
Sparse-to-Dense Training: A Novel Training Scheme to Enhance Vision Transformers.
IEEE Trans. Circuits Syst. Video Technol.
Yongqi Huang, Peng Ye, Chongjun Tu, Tao Chen, Tong He, Wanli Ouyang
2025 J jnl
Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers.
CoRR
Pengtao Chen, Xianfang Zeng, Maosen Zhao, Peng Ye, Mingzhu Shen, Wei Cheng, Gang Yu, Tao Chen
2025 J jnl
Stimulative Training++: Go Beyond the Performance Limits of Residual Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Ye, Tong He, Shengji Tang, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang
2025 J jnl
The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants.
CoRR
Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Daling Wang, Zhen Wang, Xinrun Wang, Xu Jia, Lei Bai, Wanli Ouyang, Shuyue Hu
2025 J jnl
The Path of Self-Evolving Large Language Models: Achieving Data-Efficient Learning via Intrinsic Feedback.
CoRR
Hangfan Zhang, Siyuan Xu, Zhimeng Guo, Huaisheng Zhu, Shicheng Liu, Xinrun Wang, Qiaosheng Zhang, Yang Chen, Peng Ye, Lei Bai, Shuyue Hu
2025 J jnl
Think Twice, Act Once: Token-Aware Compression and Action Reuse for Efficient Inference in Vision-Language-Action Models.
CoRR
Xudong Tan, Yaoxin Yang, Peng Ye, Jialin Zheng, Bizhe Bai, Xinyi Wang, Jia Hao, Tao Chen
2025 J jnl
TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models.
CoRR
Xudong Tan, Peng Ye, Chongjun Tu, Jianjian Cao, Yaoxin Yang, Lin Zhang, Dongzhan Zhou, Tao Chen
2025 J jnl
When Dynamic Data Selection Meets Data Augmentation.
CoRR
Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou
2025 A* conf
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration.
ICML
Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou
2025 J jnl
Wisdom of the Crowd: Reinforcement Learning from Coevolutionary Collective Feedback.
CoRR
Wenzhen Yuan, Shengji Tang, Weihao Lin, Jiacheng Ruan, Ganqu Cui, Bo Zhang, Tao Chen, Ting Liu, Yuzhuo Fu, Peng Ye, Lei Bai
2025 J jnl
scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration.
CoRR
Jianle Sun, Chaoqi Liang, Ran Wei, Peng Zheng, Lei Bai, Wanli Ouyang, Hongliang Yan, Peng Ye
2024 J jnl
A CLIP-Powered Framework for Robust and Generalizable Data Selection.
CoRR
Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen
2024 A* conf
Ada-iD: Active Domain Adaptation for Intrusion Detection.
ACM Multimedia
Fujun Han, Peng Ye, Shukai Duan, Lidan Wang
2024 J jnl
Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision.
CoRR
Minglei Li, Peng Ye, Yongqi Huang, Lin Zhang, Tao Chen, Tong He, Jiayuan Fan, Wanli Ouyang
2024 J jnl
All-in-One: Transferring Vision Foundation Models into Stereo Matching.
CoRR
Jingyi Zhou, Haoyu Zhang, Jiakang Yuan, Peng Ye, Tao Chen, Hao Jiang, Meiya Chen, Yangyang Zhang
2024 A* conf
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models.
NeurIPS
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
2024 J jnl
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models.
CoRR
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
2024 J jnl
Biology Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models.
CoRR
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
2024 A* conf
Boosting Residual Networks with Group Knowledge.
AAAI
Shengji Tang, Peng Ye, Baopu Li, Weihao Lin, Tao Chen, Tong He, Chong Yu, Wanli Ouyang
2024 J jnl
COMET: Benchmark for Comprehensive Biological Multi-omics Evaluation Tasks and Language Models.
CoRR
Yuchen Ren, Wenwei Han, Qianyuan Zhang, Yining Tang, Weiqiang Bai, Yuchen Cai, Lifeng Qiao, Hao Jiang, Dong Yuan, Tao Chen, Siqi Sun, Pan Tan, Wanli Ouyang, Nanqing Dong, Xinzhu Ma, Peng Ye
2024 A* conf
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling.
ICML
Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang
2024 J jnl
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling.
CoRR
Junchao Gong, Lei Bai, Peng Ye, Wanghan Xu, Na Liu, Jianhua Dai, Xiaokang Yang, Wanli Ouyang
2024 J jnl
ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation.
CoRR
Shengze Li, Jianjian Cao, Peng Ye, Yuhan Ding, Chongjun Tu, Tao Chen
2024 J jnl
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning.
CoRR
Di Zhang, Junxian Li, Jingdi Lei, Xunzhi Wang, Yujie Liu, Zonglin Yang, Jiatong Li, Weida Wang, Suorong Yang, Jianbo Wu, Peng Ye, Wanli Ouyang, Dongzhan Zhou
2024 J jnl
DeNKD: Decoupled Non-Target Knowledge Distillation for Complementing Transformer-Based Unsupervised Domain Adaptation.
IEEE Trans. Circuits Syst. Video Technol.
Zhen Mei, Peng Ye, Baopu Li, Tao Chen, Jiayuan Fan, Wanli Ouyang
2024 J jnl
DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification.
CoRR
Jiamu Sheng, Jingyi Zhou, Jiong Wang, Peng Ye, Jiayuan Fan
2024 J jnl
DynaSurfGS: Dynamic Surface Reconstruction with Planar-based Gaussian Splatting.
CoRR
Weiwei Cai, Weicai Ye, Peng Ye, Tong He, Tao Chen
2024 A* conf
EMR-Merging: Tuning-Free High-Performance Model Merging.
NeurIPS
Chenyu Huang, Peng Ye, Tao Chen, Tong He, Xiangyu Yue, Wanli Ouyang
2024 J jnl
EMR-Merging: Tuning-Free High-Performance Model Merging.
CoRR
Chenyu Huang, Peng Ye, Tao Chen, Tong He, Xiangyu Yue, Wanli Ouyang
2024 — conf
Enhanced Sparsification via Stimulative Training.
ECCV (51)
Shengji Tang, Weihao Lin, Hancheng Ye, Peng Ye, Chong Yu, Baopu Li, Tao Chen
2024 J jnl
Enhanced Sparsification via Stimulative Training.
CoRR
Shengji Tang, Weihao Lin, Hancheng Ye, Peng Ye, Chong Yu, Baopu Li, Tao Chen
2024 J jnl
Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jingyi Zhou, Jiamu Sheng, Peng Ye, Jiayuan Fan, Tong He, Bin Wang, Tao Chen
2024 A* conf
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation.
NeurIPS
Kun Chen, Peng Ye, Hao Chen, Kang Chen, Tao Han, Wanli Ouyang, Tao Chen, Lei Bai
2024 J jnl
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation.
CoRR
Kun Chen, Tao Chen, Peng Ye, Hao Chen, Kang Chen, Tao Han, Wanli Ouyang, Lei Bai
2024 J jnl
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction.
CoRR
Shengji Tang, Weicai Ye, Peng Ye, Weihao Lin, Yang Zhou, Tao Chen, Wanli Ouyang
2024 J jnl
Latency-Aware Neural Architecture Performance Predictor With Query-to-Tier Technique.
IEEE Trans. Circuits Syst. Video Technol.
Bicheng Guo, Lilin Xu, Tao Chen, Peng Ye, Shibo He, Haoyu Liu, Jiming Chen
2024 J jnl
Less is More: Efficient Model Merging with Binary Task Switch.
CoRR
Biqing Qi, Fangyuan Li, Zhen Wang, Junqi Gao, Dong Li, Peng Ye, Bowen Zhou
2024 A* conf
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer.
CVPR
Jianjian Cao, Peng Ye, Shengze Li, Chong Yu, Yansong Tang, Jiwen Lu, Tao Chen
2024 J jnl
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer.
CoRR
Jianjian Cao, Peng Ye, Shengze Li, Chong Yu, Yansong Tang, Jiwen Lu, Tao Chen
2024 J jnl
MMID-Bench: A Comprehensive Benchmark for Multi-Domain Multi-Category Intrusion Detection.
IEEE Trans. Intell. Veh.
Fujun Han, Peng Ye, Chunyan She, Shukai Duan, Lidan Wang, Derong Liu
2024 A* conf
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA.
NeurIPS
Lifeng Qiao, Peng Ye, Yuchen Ren, Weiqiang Bai, Chaoqi Liang, Xinzhu Ma, Nanqing Dong, Wanli Ouyang
2024 J jnl
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA.
CoRR
Lifeng Qiao, Peng Ye, Yuchen Ren, Weiqiang Bai, Chaoqi Liang, Xinzhu Ma, Nanqing Dong, Wanli Ouyang
2024 B conf
Multi-dimensional Search with Strip Convolution and R-Squared Loss for Lane Detection.
IJCNN
Zijun Lin, Peng Ye, Tao Chen, Shengji Tang
2024 A* conf
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression.
CVPR
Hancheng Ye, Chong Yu, Peng Ye, Renqiu Xia, Yansong Tang, Jiwen Lu, Tao Chen, Bo Zhang
2024 J jnl
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression.
CoRR
Hancheng Ye, Chong Yu, Peng Ye, Renqiu Xia, Yansong Tang, Jiwen Lu, Tao Chen, Bo Zhang
2024 A* conf
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning.
NeurIPS
Weihao Lin, Shengji Tang, Chong Yu, Peng Ye, Tao Chen
2024 J jnl
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning.
CoRR
Weihao Lin, Shengji Tang, Chong Yu, Peng Ye, Tao Chen
2024 J jnl
U²ConvFormer: Marrying and Evolving Nested U-Net and Scale-Aware Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lin Zhan, Peng Ye, Jiayuan Fan, Tao Chen
2024 J jnl
Δ-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers.
CoRR
Pengtao Chen, Mingzhu Shen, Peng Ye, Jianjian Cao, Chongjun Tu, Christos-Savvas Bouganis, Yiren Zhao, Tao Chen
2023 J jnl
A2S-NAS: Asymmetric Spectral-Spatial Neural Architecture Search For Hyperspectral Image Classification.
CoRR
Lin Zhan, Jiayuan Fan, Peng Ye, Jianjian Cao
2023 Misc conf
A2S-NAS: Asymmetric Spectral-Spatial Neural Architecture Search for Hyperspectral Image Classification.
ICASSP
Lin Zhan, Jiayuan Fan, Peng Ye, Jianjian Cao
2023 J jnl
Automatic Loss Function Search for Adversarial Unsupervised Domain Adaptation.
IEEE Trans. Circuits Syst. Video Technol.
Zhen Mei, Peng Ye, Hancheng Ye, Baopu Li, Jinyang Guo, Tao Chen, Wanli Ouyang
2023 J jnl
Boosting Residual Networks with Group Knowledge.
CoRR
Shengji Tang, Peng Ye, Baopu Li, Weihao Lin, Tao Chen, Tong He, Chong Yu, Wanli Ouyang
2023 J jnl
Efficient Architecture Search via Bi-level Data Pruning.
CoRR
Chongjun Tu, Peng Ye, Weihao Lin, Hancheng Ye, Chong Yu, Tao Chen, Baopu Li, Wanli Ouyang
2023 J jnl
Experts Weights Averaging: A New General Training Scheme for Vision Transformers.
CoRR
Yongqi Huang, Peng Ye, Xiaoshui Huang, Sheng Li, Tao Chen, Tong He, Wanli Ouyang
2023 J jnl
Hyperspectral Image Classification Using Spectral-Spatial Token Enhanced Transformer With Hash-Based Positional Embedding.
IEEE Trans. Geosci. Remote. Sens.
Ke Wu, Jiayuan Fan, Peng Ye, Mingzhen Zhu
2023 J jnl
JNDMix: JND-Based Data Augmentation for No-reference Image Quality Assessment.
CoRR
Jiamu Sheng, Jiayuan Fan, Peng Ye, Jianjian Cao
2023 Misc conf
JNDMix: Jnd-Based Data Augmentation for No-Reference Image Quality Assessment.
ICASSP
Jiamu Sheng, Jiayuan Fan, Peng Ye, Jianjian Cao
2023 J jnl
Merging Vision Transformers from Different Tasks and Domains.
CoRR
Peng Ye, Chenyu Huang, Mingzhu Shen, Tao Chen, Yongqi Huang, Yuning Zhang, Wanli Ouyang
2023 J jnl
Partial Fine-Tuning: A Successor to Full Fine-Tuning for Vision Transformers.
CoRR
Peng Ye, Yongqi Huang, Chongjun Tu, Minglei Li, Tao Chen, Tong He, Wanli Ouyang
2023 J jnl
RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionar.
CoRR
Mengyao Li, Liquan Shen, Peng Ye, Guorui Feng, Zheyin Wang
2023 A* conf
RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionary.
ICCV
Mengyao Li, Liquan Shen, Peng Ye, Guorui Feng, Zheyin Wang
2023 J jnl
Rethinking of Feature Interaction for Multi-task Learning on Dense Prediction.
CoRR
Jingdong Zhang, Jiayuan Fan, Peng Ye, Bo Zhang, Hancheng Ye, Baopu Li, Yancheng Cai, Tao Chen
2023 J jnl
Rethinking the BERT-like Pretraining for DNA Sequences.
CoRR
Chaoqi Liang, Weiqiang Bai, Lifeng Qiao, Yuchen Ren, Jianle Sun, Peng Ye, Hongliang Yan, Xinzhu Ma, Wangmeng Zuo, Wanli Ouyang
2023 J jnl
Stimulative Training++: Go Beyond The Performance Limits of Residual Networks.
CoRR
Peng Ye, Tong He, Shengji Tang, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang
2023 J jnl
StructChart: Perception, Structuring, Reasoning for Visual Chart Understanding.
CoRR
Renqiu Xia, Bo Zhang, Haoyang Peng, Ning Liao, Peng Ye, Botian Shi, Junchi Yan, Yu Qiao
2023 J jnl
Towards an End-to-End Artificial Intelligence Driven Global Weather Forecasting System.
CoRR
Kun Chen, Lei Bai, Fenghua Ling, Peng Ye, Tao Chen, Kang Chen, Tao Han, Wanli Ouyang
2023 J jnl
When Hyperspectral Image Classification Meets Diffusion Models: An Unsupervised Feature Learning Framework.
CoRR
Jingyi Zhou, Jiamu Sheng, Jiayuan Fan, Peng Ye, Tong He, Bin Wang, Tao Chen
2023 J jnl
β-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search.
CoRR
Peng Ye, Tong He, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang
2022 J jnl
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation.
CoRR
Peng Ye, Baopu Li, Tao Chen, Jiayuan Fan, Zhen Mei, Chen Lin, Chongyan Zuo, Qinghua Chi, Wanli Ouyang
2022 J jnl
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation.
Int. J. Comput. Vis.
Peng Ye, Baopu Li, Tao Chen, Jiayuan Fan, Zhen Mei, Chen Lin, Chongyan Zuo, Qinghua Chi, Wanli Ouyang
2022 A* conf
Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search.
ACM Multimedia
Bicheng Guo, Tao Chen, Shibo He, Haoyu Liu, Lilin Xu, Peng Ye, Jiming Chen
2022 J jnl
Neural Architecture Ranker.
CoRR
Bicheng Guo, Shibo He, Tao Chen, Jiming Chen, Peng Ye
2022 A* conf
Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing.
NeurIPS
Peng Ye, Shengji Tang, Baopu Li, Tao Chen, Wanli Ouyang
2022 J jnl
Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing.
CoRR
Peng Ye, Shengji Tang, Baopu Li, Tao Chen, Wanli Ouyang
2022 A* conf
β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search.
CVPR
Peng Ye, Baopu Li, Yikang Li, Tao Chen, Jiayuan Fan, Wanli Ouyang
2022 J jnl
β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search.
CoRR
Peng Ye, Baopu Li, Yikang Li, Tao Chen, Jiayuan Fan, Wanli Ouyang