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Shuo Yang

77 papers · 2015–2026 · 17 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (17) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (119) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🐺 Lone Wolf (3) πŸ† Grand Slam 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (11) πŸ”₯ Unstoppable (11) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (71) ❓ The Questioner (3) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (307)

Conferences

AAAI (15) CVPR (14) ICML (10) ICLR (6) ICCV (6) ACL (5) NIPS (3) IJCAI (3) EMNLP (3) ECCV (3) COLING (3) CORL (1) AISTATS (1) L4DC (1) NAACL (1) ACML (1) RSS (1)

Top co-authors

Gjergji Kasneci (8) Bardh Prenkaj (6) Min Xu (6) Ping Luo (6) Li Yuan (6) Xinxiao Wu (5) Chang Xu (4) Xiaoou Tang (4) Yuanjun Xiong (4) Sujay Sanghavi (4)

Research topics

Reinforcement Learning (1)

Keywords

contrastive learning (6) knowledge distillation (6) multimodal learning (5) unsupervised learning (5) graph neural network (4) object detection (4) large language model (4) generative model (3) visual question answering (3) representation learning (3) cross-modal alignment (3) convolutional neural network (3) face detection (3) feature interaction (3) deep neural network (3) occlusion handling (3) 3d reconstruction (2) data augmentation (2) image classification (2) attention mechanism (2)

Papers

Next Patch Prediction for AutoRegressive Visual Generation AAAI 2026
Look-Back: Implicit Visual Re-focusing in MLLM Reasoning AAAI 2026
AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin AAAI 2026
Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning AAAI 2026
Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models AAAI 2026
Multi-modal Dynamic Proxy Learning for Personalized Multiple Clustering AAAI 2026
Video Summarization Using Denoising Diffusion Probabilistic Model AAAI 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025
RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting AAAI 2025
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025
STLGame: Signal Temporal Logic Games in Adversarial Multi-Agent Systems L4DC 2025
METOR: A Unified Framework for Mutual Enhancement of Objects and Relationships in Open-vocabulary Video Visual Relationship Detection IJCAI 2025
Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models ACL 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025
SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification ICML 2025
Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity ICML 2025
Is Parameter Collision Hindering Continual Learning in LLMs? COLING 2025
BOOD: Boundary-based Out-Of-Distribution Data Generation ICML 2025
HashAttention: Semantic Sparsity for Faster Inference ICML 2025
Stable Fair Graph Representation Learning with Lipschitz Constraint ICML 2025
PiCO: Peer Review in LLMs based on Consistency Optimization ICLR 2025
LLM-enhanced Action-aware Multi-modal Prompt Tuning for Image-Text Matching ICCV 2025
Neural networks on Symmetric Spaces of Noncompact Type ICLR 2025
CURE: Controlled Unlearning for Robust Embeddings β€” Mitigating Conceptual Shortcuts in Pre-Trained Language Models EMNLP 2025
Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models EMNLP 2025
Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025
Dynamic Rank Adjustment in Diffusion Policies for Efficient and Flexible Training RSS 2025
Improve Diverse Commonsense Generation by Enhancing Subgraphs ACML 2024
Multi-Modal Prompting for Open-Vocabulary Video Visual Relationship Detection AAAI 2024
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024
A Trusted Multi-View Evidential Fusion Framework for Commonsense Reasoning COLING 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024
Matrix Manifold Neural Networks++ ICLR 2024
Revisiting Context Aggregation for Image Matting ICML 2024
Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary ICML 2024
Dataset Pruning: Reducing Training Data by Examining Generalization Influence ICLR 2023
Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources Recovery ICCV 2023
Speech4Mesh: Speech-Assisted Monocular 3D Facial Reconstruction for Speech-Driven 3D Facial Animation ICCV 2023
PPR: Physically Plausible Reconstruction from Monocular Videos ICCV 2023
Learning Imbalanced Data With Vision Transformers CVPR 2023
BiCro: Noisy Correspondence Rectification for Multi-Modality Data via Bi-Directional Cross-Modal Similarity Consistency CVPR 2023
Sample Efficiency of Data Augmentation Consistency Regularization AISTATS 2023
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach ICML 2023
Entity-aware and Motion-aware Transformers for Language-driven Action Localization IJCAI 2022
One Size Does NOT Fit All: Data-Adaptive Adversarial Training ECCV 2022
"PartImageNet: A Large, High-Quality Dataset of Parts" ECCV 2022
Towards Regression-Free Neural Networks for Diverse Compute Platforms ECCV 2022
Objects in Semantic Topology ICLR 2022
Towards Online 3D Bin Packing: Learning Synergies between Packing and Unpacking via DRL CORL 2022
Linear Bandit Algorithms with Sublinear Time Complexity ICML 2022
Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network ICML 2022
Toward Understanding Privileged Features Distillation in Learning-to-Rank NIPS 2022
Tagging Without Rewriting: A Probabilistic Model for Unpaired Sentiment and Style Transfer ACL 2022
MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning ACL 2022
Mask and Regenerate: A Classifier-based Approach for Unpaired Sentiment Transformation of Reviews for Electronic Commerce Websites. NAACL 2022
Semantically Contrastive Learning for Low-Light Image Enhancement AAAI 2022
CAFE: Learning To Condense Dataset by Aligning Features CVPR 2022
Adversarial Robustness through Disentangled Representations AAAI 2021
Free Lunch for Few-shot Learning: Distribution Calibration ICLR 2021
Compatibility-Aware Heterogeneous Visual Search CVPR 2021
Positive-Congruent Training: Towards Regression-Free Model Updates CVPR 2021
Does Preprocessing Help Training Over-parameterized Neural Networks? NIPS 2021
Single-View 3D Object Reconstruction From Shape Priors in Memory CVPR 2021
Financial Risk Analysis for SMEs with Graph-based Supply Chain Mining IJCAI 2020
A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains AAAI 2020
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification CVPR 2020
Region Proposal by Guided Anchoring CVPR 2019
Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space NIPS 2019
FAB: A Robust Facial Landmark Detection Framework for Motion-Blurred Videos ICCV 2019
Unsupervised Fake News Detection on Social Media: A Generative Approach AAAI 2019
Optimizing Video Object Detection via a Scale-Time Lattice CVPR 2018
Look at Boundary: A Boundary-Aware Face Alignment Algorithm CVPR 2018
Residual Attention Network for Image Classification CVPR 2017
WIDER FACE: A Face Detection Benchmark CVPR 2016
From Facial Parts Responses to Face Detection: A Deep Learning Approach ICCV 2015
DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection CVPR 2015