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Yiyi Zhou

27 papers · 2019–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (6) 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (49)
🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (6) 🀝 Dynamic Duo (21) πŸ† Grand Slam 🧬 Topic Evolution ❓ The Questioner πŸ’Ž Century Club (26) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (101) ⚑ Prolific Year (5) πŸ”₯ Unstoppable (7)

Conferences

CVPR (9) AAAI (7) ICLR (3) NIPS (3) ECCV (2) COLING (1) ICCV (1) ICML (1)

Top co-authors

Rongrong Ji (21) Xiaoshuai Sun (21) Gen Luo (11) Jiayi Ji (5) Yunhang Shen (4) Qiong Wu (4) Liujuan Cao (3) Chao Chen (3) Tianhe Ren (3) Jun Peng (2)

Keywords

multimodal learning (7) attention mechanism (7) referring expression comprehension (4) multi-modal learning (3) visual question answering (3) dynamic routing (3) teacher-student learning (2) multimodal large language model (2) visual token pruning (2) contrastive learning (2) efficient computing (2) vision-language model (2) transfer learning (2) image segmentation (2) pseudo labeling (2) knowledge distillation (2) weakly supervised learning (2) model compression (2) image captioning (2) visual language (2)

Papers

Vision-language Incremental Learning with Dual Class-individual Memory AAAI 2026 SVFR: A Unified Framework for Generalized Video Face Restoration CVPR 2025 DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension CVPR 2025 Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models ICLR 2025 What Kind of Visual Tokens Do We Need? Training-Free Visual Token Pruning for Multi-Modal Large Language Models from the Perspective of Graph AAAI 2025 Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025 $\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models ICLR 2025 Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models ICLR 2025 FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025 Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks AAAI 2024 Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization ICML 2024 MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization COLING 2024 Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network AAAI 2023 Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models NIPS 2023 Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models NIPS 2023 RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension CVPR 2023 RefTeacher: A Strong Baseline for Semi-Supervised Referring Expression Comprehension CVPR 2023 Active Teacher for Semi-Supervised Object Detection CVPR 2022 DIFNet: Boosting Visual Information Flow for Image Captioning CVPR 2022 Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach NIPS 2022 PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation ECCV 2022 SeqTR: A Simple Yet Universal Network for Visual Grounding ECCV 2022 TRAR: Routing the Attention Spans in Transformer for Visual Question Answering ICCV 2021 RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words CVPR 2021 Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation CVPR 2020 Dynamic Capsule Attention for Visual Question Answering AAAI 2019 Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning AAAI 2019