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Peng Ye

39 papers · 2013–2026 · 11 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (12) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)
🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (12) πŸ—ΊοΈ Taxonomy Completionist (67) πŸ† Grand Slam 🀝 Dynamic Duo (14) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (35) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (160) ⚑ Prolific Year (13)

Conferences

CVPR (11) NIPS (8) AAAI (4) ICML (4) ICLR (3) ACL (2) COLING (2) COLT (2) ECCV (1) EMNLP (1) ICCV (1)

Papers

Nature-Inspired Population-Based Evolution of Large Language Models ACL 2026 The Avengers: A Routing Recipe for Collective Intelligence in Language Models AAAI 2026 A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement ACL 2026 Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement AAAI 2026 Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models EMNLP 2025 All-in-One: Transferring Vision Foundation Models into Stereo Matching AAAI 2025 Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning CVPR 2025 When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration ICML 2025 Less is More: Efficient Model Merging with Binary Task Switch CVPR 2025 Consistency-aware Self-Training for Iterative-based Stereo Matching CVPR 2025 Private Realizable-to-Agnostic Transformation with Near-Optimal Sample Complexity COLT 2025 DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models CVPR 2025 HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction ICLR 2025 Revisiting Convolution Architecture in the Realm of DNA Foundation Models ICLR 2025 A CLIP-Powered Framework for Robust and Generalizable Data Selection ICLR 2025 Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression CVPR 2024 The Limits of Differential Privacy in Online Learning NIPS 2024 Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA NIPS 2024 BEACON: Benchmark for Comprehensive RNA Tasks and Language Models NIPS 2024 S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning NIPS 2024 EMR-Merging: Tuning-Free High-Performance Model Merging NIPS 2024 FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation NIPS 2024 Boosting Residual Networks with Group Knowledge AAAI 2024 Prompt-fused Framework for Inductive Logical Query Answering COLING 2024 MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer CVPR 2024 Enhanced Sparsification via Stimulative Training ECCV 2024 CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling ICML 2024 Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy ICML 2024 RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionary ICCV 2023 Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing NIPS 2022 Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022 b-DARTS: Beta-Decay Regularization for Differentiable Architecture Search CVPR 2022 Neural-Symbolic Entangled Framework for Complex Query Answering NIPS 2022 In-Database Regression in Input Sparsity Time ICML 2021 Average-Case Communication Complexity of Statistical Problems COLT 2021 Active Sampling for Subjective Image Quality Assessment CVPR 2014 Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR 2014 Beyond Human Opinion Scores: Blind Image Quality Assessment based on Synthetic Scores CVPR 2014 Real-Time No-Reference Image Quality Assessment Based on Filter Learning CVPR 2013