Yuan Cheng

31 papers · 2021–2026 · 12 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (70) 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Grand Slam ⚡ Prolific Year · Productive 🔥 Unstoppable · Bronze 💎 Century Club · Bronze 🌈 Renaissance Researcher (8) 🗃️ Keyword Collector (168)

Venues

AAAI (7) CVPR (6) ICCV (3) ICLR (3) ICML (2) Interspeech (2) NeurIPS (2) WACV (2) ACL (1) AISTATS (1) EMNLP (1) MIDL (1)

Top co-authors

Yuan Qi (7) Chen Jiang (7) Yingbin Liang (6) Tan Pan (5) Xin Guo (5) Wei Chu (5) Furong Xu (5) Meng Wang (4) Jing Yang (4) Hai-Bao Chen (3)

Research topics

Machine Learning (27) Deep Learning (19) Computer Vision (14) Artificial Intelligence (12) Core Methods (11) Application Areas (10) Core AI (10) Learning Types · Machine Learning (10) Optimization & Theory (10) Learning Types · Deep Learning (9) Architectures (8) Analysis (6) Processing (6) Models (5) Reinforcement Learning (4)

Keywords

representation learning (9) model compression (5) self-supervised learning (3) low-rank mdp (3) medical imaging (3) sample efficiency (3) reward-free exploration (2) vision transformer (2) sample complexity (2) multimodal learning (2) pet imaging (2) reinforcement learning (2) object detection (2) large language model (2) embedding learning (2) attention mechanism (2) model-based algorithm (2) feature learning (1) multi-task learning (1) image classification (1)

Papers

Hear What You See: Video-to-Audio Generation with Diffusion Transformer and Semantic-Temporal Alignment-Ranked Direct Preference Optimization CVPR 2026 PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography AAAI 2026 Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model AAAI 2026 Topological-Aware Regularization for Semi-Supervised Intracranial Aneurysm Vessel Segmentation MIDL 2026 Tracing the Heart’s Pathways: ECG Representation Learning from a Cardiac Conduction Perspective AAAI 2026 UST-Hand: An Uncertainty-aware Spatiotemporal Point Cloud Interaction Network for 3D Self-supervised Hand Pose Estimation CVPR 2026 Efficient Network Automatic Relevance Determination ICML 2025 OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting ICLR 2025 Pushing the Limits of BFP on Narrow Precision LLM Inference AAAI 2025 SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images ICCV 2025 Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning ICCV 2025 Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025 In-context Convergence of Transformers ICML 2024 Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes ICLR 2024 Sample Complexity Characterization for Linear Contextual MDPs AISTATS 2024 ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average EMNLP 2024 Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval CVPR 2023 DC-Former: Diverse and Compact Transformer for Person Re-identification AAAI 2023 EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition Interspeech 2023 Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs ICLR 2023 Provably Efficient Algorithm for Nonstationary Low-Rank MDPs NeurIPS 2023 A Large-Scale Comprehensive Dataset and Copy-Overlap Aware Evaluation Protocol for Segment-Level Video Copy Detection CVPR 2022 Deeply Tensor Compressed Transformers for End-to-End Object Detection AAAI 2022 FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation WACV 2022 Provable Benefit of Multitask Representation Learning in Reinforcement Learning NeurIPS 2022 Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation CVPR 2022 Width & Depth Pruning for Vision Transformers AAAI 2022 AntVoice Neural Speaker Embedding System for FFSVC 2020 Interspeech 2021 CRSLab: An Open-Source Toolkit for Building Conversational Recommender System ACL 2021 Discrimination-Aware Mechanism for Fine-Grained Representation Learning CVPR 2021 S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-Shot Segmentation WACV 2021