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Yiyi Zhou

29 papers · 2019–2026 · 8 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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+12 more ↓ πŸ—ΊοΈ Taxonomy Completionist (52) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ† Grand Slam πŸ”¬ Deep Specialist (15) 🧬 Topic Evolution πŸ† Keyword Champion (4) 🧭 Keyword Pioneer 🀝 Dynamic Duo (23) πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (122)

Venues

CVPR (11) AAAI (7) ICLR (3) NeurIPS (3) ECCV (2) COLING (1) ICCV (1) ICML (1)

Top co-authors

Xiaoshuai Sun (23) Rongrong Ji (23) Gen Luo (11) Qiong Wu (6) Jiayi Ji (5) Yunhang Shen (4) Liujuan Cao (3) Tianhe Ren (3) Chao Chen (3) Wei Yu (2)

Research topics

Artificial Intelligence (21) Core AI (21) Deep Learning (17) Machine Learning (17) Computer Vision (12) Application Areas (9) Learning Types Β· Deep Learning (9) Learning Types Β· Machine Learning (7) Analysis (5) Natural Language Processing (4) Applications Β· Natural Language Processing (4) Architectures (4) Models (4) Processing (4) Applications Β· Computer Vision (3)

Keywords

multimodal learning (9) multimodal large language model (8) attention mechanism (7) referring expression comprehension (4) dynamic routing (4) visual question answering (3) transfer learning (2) efficient computing (2) model efficiency (2) contrastive learning (2) visual grounding (2) vision-language model (2) pseudo labeling (2) vision-language task (2) weakly supervised learning (2) model compression (2) image captioning (2) knowledge distillation (2) image segmentation (2) teacher-student learning (2)

Papers

Grounded Chain-of-Thought for Multimodal Large Language Models CVPR 2026 Scaling the Long Video Understanding of Multimodal Large Language Models via Visual Memory Mechanism CVPR 2026 Vision-language Incremental Learning with Dual Class-individual Memory AAAI 2026 Ξ³-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models ICLR 2025 DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension CVPR 2025 Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models ICLR 2025 Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025 FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025 Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models ICLR 2025 SVFR: A Unified Framework for Generalized Video Face Restoration CVPR 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 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 Efficient Diffusion-Based Image Editing with Instant Attention Masks AAAI 2024 Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models NeurIPS 2023 Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models NeurIPS 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 Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network AAAI 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 NeurIPS 2022 PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation ECCV 2022 SeqTR: A Simple Yet Universal Network for Visual Grounding ECCV 2022 RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words CVPR 2021 TRAR: Routing the Attention Spans in Transformer for Visual Question Answering ICCV 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