peng sun

42 papers · 2013–2026 · 13 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (13)

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 👥 Mega-Team (21) 🏆 Grand Slam 🗃️ Keyword Collector (222) 🚀 Conference Pioneer 💎 Century Club (41) 🔥 Unstoppable (8) 📈 Trend Setter ⚡ Prolific Year (6)

Conferences

CVPR (9) ICML (8) AAAI (6) NIPS (4) ICCV (3) ECCV (2) EMNLP (2) ICLR (2) OSDI (2) ACL (1) NAACL (1) NSDI (1) WACV (1)

Top co-authors

Zhibo Wang (5) Tong Zhang (5) Liang Song (4) Xinbo Zhang (3) Jingyu Zhang (3) Yao Zhu (3) Fangwei Zhong (3) Tao LIN (3) Wenhan Luo (3) Yizhou Wang (3)

Research topics

Privacy (2)

Keywords

collaborative perception (3) knowledge distillation (3) reinforcement learning (3) large language model (3) object detection (3) architecture search (2) frequency domain (2) resource utilization (2) adversarial learning (2) recurrent neural network (2) feature fusion (2) representation learning (2) image classification (2) imitation learning (2) attention mechanism (2) chain-of-thought reasoning (2) autonomous vehicle (2) pose estimation (2) multi-agent reinforcement learning (2) neural network (2)

Papers

VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection AAAI 2026 GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost ICLR 2025 Towards Annotation-Free Evaluation: KPAScore for Human Keypoint Detection ICCV 2025 DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions AAAI 2025 Unlocking the Power of LSTM for Long Term Time Series Forecasting AAAI 2025 Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025 Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios ICCV 2025 A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives AAAI 2024 ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments CVPR 2024 Efficiency for Free: Ideal Data Are Transportable Representations NIPS 2024 Align before Collaborate: Mitigating Feature Misalignment for Robust Multi-Agent Perception ECCV 2024 Energy-based Backdoor Defense without Task-Specific Samples and Model Retraining ICML 2024 Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning ICML 2024 Unleashing the Potential of Large Language Models through Spectral Modulation EMNLP 2024 ReFT: Reasoning with Reinforced Fine-Tuning ACL 2024 dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving OSDI 2024 Characterization of Large Language Model Development in the Datacenter NSDI 2024 Byzantine-robust Decentralized Federated Learning via Dual-domain Clustering and Trust Bootstrapping CVPR 2024 On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm CVPR 2024 Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception ICCV 2023 Privacy-Preserving Adversarial Facial Features CVPR 2023 Event-Based Frame Interpolation With Ad-Hoc Deblurring CVPR 2023 Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters OSDI 2023 Hybrid Policy Optimization from Imperfect Demonstrations NIPS 2023 Towards Transferable Targeted Adversarial Examples CVPR 2023 EmojiCloud: a Tool for Emoji Cloud Visualization NAACL 2022 A Unified Diversity Measure for Multiagent Reinforcement Learning NIPS 2022 FedInv: Byzantine-Robust Federated Learning by Inversing Local Model Updates AAAI 2022 Event-Based Fusion for Motion Deblurring with Cross-Modal Attention ECCV 2022 Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion CVPR 2021 Towards Distraction-Robust Active Visual Tracking ICML 2021 Graph-Guided Architecture Search for Real-Time Semantic Segmentation CVPR 2020 Measuring the Utilization of Public Open Spaces by Deep Learning: a Benchmark Study at the Detroit Riverfront WACV 2020 Attention-over-Attention Field-Aware Factorization Machine AAAI 2020 AD-VAT: An Asymmetric Dueling mechanism for learning Visual Active Tracking ICLR 2019 Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI ICML 2019 Exponentially Weighted Imitation Learning for Batched Historical Data NIPS 2018 Tagging Like Humans: Diverse and Distinct Image Annotation CVPR 2018 An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method ICML 2018 End-to-end Active Object Tracking via Reinforcement Learning ICML 2018 A Convergence Rate Analysis for LogitBoost, MART and Their Variant ICML 2014 Saving Evaluation Time for the Decision Function in Boosting: Representation and Reordering Base Learner ICML 2013