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Quan Chen

25 papers · 2019–2026 · 9 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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+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (48) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (125) πŸ“ˆ Trend Setter 🌈 Renaissance Researcher (5) πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze

Venues

AAAI (6) CVPR (5) ICCV (4) NSDI (3) OSDI (3) COLING (1) ECCV (1) EMNLP (1) ICML (1)

Top co-authors

Peng Jiang (9) Minyi Guo (6) Ye Ma (4) Han Li (4) Jian Jia (3) Chenggang Yan (3) Yan Li (3) yongzhi li (3) Weihao Cui (3) Yanhua Cheng (3)

Research topics

Deep Learning (15) Artificial Intelligence (12) Computer Vision (11) Machine Learning (11) Core AI (11) Learning Types (9) Application Areas (6) Core Methods (6) Computer Science (5) Processing (5) Analysis (4) Architectures (4) Generation (3) Models (3) Systems (3)

Keywords

large language model (4) video generation (4) multimodal learning (2) product recognition (2) cross-modal retrieval (2) disaggregated memory (2) convolutional neural network (2) feature extraction (1) anomaly detection (1) catastrophic forgetting (1) self-supervised learning (1) attention mechanism (1) image fusion (1) knowledge distillation (1) frame interpolation (1) image reconstruction (1) image restoration (1) depth estimation (1) unsupervised clustering (1) in-context learning (1)

Papers

Adaptive Video Distillation: Mitigating Oversaturation and Temporal Collapse in Few-Step Generation CVPR 2026 AutoCut: End-to-end advertisement video editing based on multimodal discretization and controllable generation CVPR 2026 Blowfish: Elastic Virtual Machine Memory for Disaggregated Memory OSDI 2026 ECHO: Efficient KV Cache Offloading with Lossless Prefetching for Serving Native Sparse Attention LLMs OSDI 2026 FLARE: Anomaly Diagnostics for Divergent LLM Training in GPU Clusters of Thousand-Plus Scale NSDI 2026 GS-ASM: 2DGS-Supervised Active Stereo Matching CVPR 2026 MuxTune: Efficient Multi-Task LLM Fine-Tuning in Multi-Tenant Datacenters via Spatial-Temporal Backbone Multiplexing NSDI 2026 Narrative Weaver: Towards Controllable Long-Range Visual Consistency with Multi-Modal Conditioning CVPR 2026 Beehive: A Scalable Disaggregated Memory Runtime Exploiting Asynchrony of Multithreaded Programs NSDI 2025 D&M: Enriching E-commerce Videos with Sound Effects by Key Moment Detection and SFX Matching AAAI 2025 Improving Preference Alignment of LLM with Inference-Free Self-Refinement EMNLP 2025 LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application AAAI 2025 Music Grounding by Short Video ICCV 2025 Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads ICML 2025 SweetTok: Semantic-Aware Spatial-Temporal Tokenizer for Compact Video Discretization ICCV 2025 Quad Bayer Joint Demosaicing and Denoising Based on Dual Encoder Network with Joint Residual Learning AAAI 2024 Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning AAAI 2024 Cross-Domain Product Representation Learning for Rich-Content E-Commerce ICCV 2023 Cross-view Semantic Alignment for Livestreaming Product Recognition ICCV 2023 Improving Dynamic HDR Imaging with Fusion Transformer AAAI 2023 Optimizing Dynamic Neural Networks with Brainstorm OSDI 2023 DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization ECCV 2022 How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT’s Attention COLING 2020 Progressive Feature Polishing Network for Salient Object Detection AAAI 2020 Adversarial Defense Through Network Profiling Based Path Extraction CVPR 2019