Peng Ye

Venues

Frequent coauthors

Papers

1. A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
   ACL 2026 ·

   Shengji Tang

   DBLP profile ↗ORCID search ↗
2. LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing
   ACL 2026 ·

   Hao Li

   DBLP profile ↗ORCID search ↗
3. Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement
   AAAI 2026 ·

   Chongjun Tu

   DBLP profile ↗ORCID search ↗
4. Nature-Inspired Population-Based Evolution of Large Language Models
   ACL 2026 ·

   Yiqun Zhang

   DBLP profile ↗ORCID search ↗
5. The Avengers: A Routing Recipe for Collective Intelligence in Language Models
   AAAI 2026 ·

   Yiqun Zhang

   DBLP profile ↗ORCID search ↗
6. A CLIP-Powered Framework for Robust and Generalizable Data Selection
   ICLR 2025 ·

   Suorong Yang

   DBLP profile ↗ORCID search ↗
7. All-in-One: Transferring Vision Foundation Models into Stereo Matching
   AAAI 2025 ·

   Jingyi Zhou

   DBLP profile ↗ORCID search ↗
8. Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
   EMNLP 2025 ·

   Haonan He

   DBLP profile ↗ORCID search ↗
9. Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
   NeurIPS 2025 ·

   Xiaohui Wang

   DBLP profile ↗ORCID search ↗
10. Consistency-aware Self-Training for Iterative-based Stereo Matching
    CVPR 2025 ·

    Jingyi Zhou

    DBLP profile ↗ORCID search ↗
11. Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
    CVPR 2025 ·

    Di Zhang

    DBLP profile ↗ORCID search ↗
12. DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models
    CVPR 2025 ·

    Yongqi Huang

    DBLP profile ↗ORCID search ↗
13. FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
    NeurIPS 2025 ·

    Chongjun Tu

    DBLP profile ↗ORCID search ↗
14. GoRA: Gradient-driven Adaptive Low Rank Adaptation
    NeurIPS 2025 ·

    Haonan He

    DBLP profile ↗ORCID search ↗
15. HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
    ICLR 2025 ·

    Shengji Tang

    DBLP profile ↗ORCID search ↗
16. Less is More: Efficient Model Merging with Binary Task Switch
    CVPR 2025 ·

    Biqing Qi

    DBLP profile ↗ORCID search ↗
17. MLLM-ISU: The First-Ever Comprehensive Benchmark for Multimodal Large Language Models based Intrusion Scene Understanding
    NeurIPS 2025 ·

    Fujun Han

    DBLP profile ↗ORCID search ↗
18. PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding
    NeurIPS 2025 ·

    Kangcong Li

    DBLP profile ↗ORCID search ↗
19. Revisiting Convolution Architecture in the Realm of DNA Foundation Models
    ICLR 2025 ·

    Yu Bo

    DBLP profile ↗ORCID search ↗
20. Scaling Physical Reasoning with the PHYSICS Dataset
    NeurIPS 2025 ·

    Shenghe Zheng

    DBLP profile ↗ORCID search ↗
21. When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration
    ICML 2025 ·

    Suorong Yang

    DBLP profile ↗ORCID search ↗
22. scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration
    NeurIPS 2025 ·

    Jianle Sun

    DBLP profile ↗ORCID search ↗
23. Ada-iD: Active Domain Adaptation for Intrusion Detection
    ACM MM 2024 ·

    Fujun Han

    DBLP profile ↗ORCID search ↗
24. BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
    NeurIPS 2024 ·

    Yuchen Ren

    DBLP profile ↗ORCID search ↗
25. Boosting Residual Networks with Group Knowledge
    AAAI 2024 ·

    Shengji Tang

    DBLP profile ↗ORCID search ↗
26. CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
    ICML 2024 ·

    Junchao Gong

    DBLP profile ↗ORCID search ↗
27. EMR-Merging: Tuning-Free High-Performance Model Merging
    NeurIPS 2024 ·

    Chenyu Huang

    DBLP profile ↗ORCID search ↗
28. Enhanced Sparsification via Stimulative Training
    ECCV 2024 ·

    Shengji Tang

    DBLP profile ↗ORCID search ↗
29. FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
    NeurIPS 2024 ·

    Kun Chen

    DBLP profile ↗ORCID search ↗
30. MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer
    CVPR 2024 ·

    Jianjian Cao

    DBLP profile ↗ORCID search ↗
31. Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
    NeurIPS 2024 ·

    Lifeng Qiao

    DBLP profile ↗ORCID search ↗
32. Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression
    CVPR 2024 ·

    Hancheng Ye

    DBLP profile ↗ORCID search ↗
33. S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning
    NeurIPS 2024 ·

    Weihao Lin

    DBLP profile ↗ORCID search ↗