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Houwen Peng

30 papers · 2013–2026 · 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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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (55) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🧭 Keyword Pioneer 🀝 Dynamic Duo (11) 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (123)

Venues

CVPR (9) ICCV (7) NeurIPS (5) ECCV (3) AAAI (2) ACL (2) EMNLP (1) ICML (1)

Top co-authors

Jianlong Fu (11) Han Hu (9) Kan Wu (6) Yuqing Yang (4) Minghao Chen (4) Bolin Ni (4) Dong Wang (4) Huchuan Lu (4) Bin Xiao (3) Yifan Yang (3)

Research topics

Deep Learning (20) Machine Learning (16) Computer Vision (13) Artificial Intelligence (11) Architectures (11) Analysis (10) Core AI (10) Techniques (9) Learning Types Β· Machine Learning (8) Application Areas (7) Optimization & Theory Β· Machine Learning (5) Learning Types Β· Deep Learning (4) Optimization & Theory Β· Deep Learning (4) Processing (4) Core Methods (3)

Keywords

vision transformer (6) object tracking (4) neural architecture search (4) one-shot learning (3) multimodal large language model (3) visual tracking (3) multimodal learning (3) knowledge distillation (3) zero-shot learning (3) model compression (3) parameter efficiency (2) language model (2) contrastive learning (2) siamese network (2) image classification (2) chain-of-thought reasoning (2) transformer architecture (2) attention mechanism (2) weight sharing (2) neural network (2)

Papers

Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs ACL 2026 HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models AAAI 2026 R-4B: Incentivizing General-Purpose Auto-Thinking in MLLMs via Bi-Mode Annealing and Reinforce Learning CVPR 2026 Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ACL 2025 RBench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation ICML 2025 ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws EMNLP 2024 Attentive Mask CLIP ICCV 2023 EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023 Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking ICCV 2023 iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition CVPR 2023 ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation NeurIPS 2023 SeqTrack: Sequence to Sequence Learning for Visual Object Tracking CVPR 2023 TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance ICCV 2023 Expanding Language-Image Pretrained Models for General Video Recognition ECCV 2022 MiniViT: Compressing Vision Transformers With Weight Multiplexing CVPR 2022 PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies NeurIPS 2022 TinyViT: Fast Pretraining Distillation for Small Vision Transformers ECCV 2022 AutoFormer: Searching Transformers for Visual Recognition ICCV 2021 Learning Spatio-Temporal Transformer for Visual Tracking ICCV 2021 Learning To Track Objects From Unlabeled Videos ICCV 2021 LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021 Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training NeurIPS 2021 Rethinking and Improving Relative Position Encoding for Vision Transformer ICCV 2021 Searching the Search Space of Vision Transformer NeurIPS 2021 A Transductive Approach for Video Object Segmentation CVPR 2020 Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search NeurIPS 2020 Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language AAAI 2020 Ocean: Object-aware Anchor-free Tracking ECCV 2020 Deeper and Wider Siamese Networks for Real-Time Visual Tracking CVPR 2019 Illumination Estimation Based on Bilayer Sparse Coding CVPR 2013