Yang Zhou

111 papers · 2009–2026 · 17 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (8) 🏃 Academic Marathon (17) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (17) 🗺️ Taxonomy Completionist (19) 🏆 Keyword Champion (2) 👑 Triple Crown 🏆 Grand Slam 🔬 Deep Specialist (11) 🧬 Topic Evolution 🤝 Dynamic Duo (13) 🚀 Conference Pioneer 🔥 Unstoppable (9) ⚡ Prolific Year (16) 🗃️ Keyword Collector (52) 💎 Century Club (106) ❓ The Questioner 📈 Trend Setter

Conferences

CVPR (19) AAAI (17) ICCV (12) ICML (10) NIPS (9) IJCAI (9) EMNLP (6) ICLR (5) ECCV (5) ACL (5) NSDI (4) MICCAI (3) COLING (2) WACV (2) AISTATS (1) JMLR (1) OSDI (1)

Top co-authors

Dejing Dou (13) Zijie Zhang (10) Da Yan (8) Ji Liu (8) Sixing Wu (7) Difan Liu (7) Jiaxiang Ren (7) Tianshi Che (7) Lingjuan Lyu (6) Jimei Yang (6)

Keywords

diffusion model (8) image generation (7) federated learning (7) video generation (6) large language model (6) model compression (6) 3d reconstruction (5) commonsense knowledge (5) vision-language model (5) semantic segmentation (4) adversarial attack (4) multimodal learning (4) dialogue generation (4) knowledge graph (4) video synthesis (3) contrastive learning (3) generative model (3) depth estimation (3) domain adaptation (3) scene understanding (3)

Papers

FracSegmentator: Fracture Instance Segmentation with Trauma-Prior-Guided Contrastive Learning AAAI 2026

FusedRec: Fused Embedding Communication for Distributed Recommendation Training on GPUs AAAI 2026

VideoSketcher: A Training-Free Approach for Coherent Video Sketch Transfer WACV 2026

CyPortQA: Benchmarking Multimodal Large Language Models for Cyclone Preparedness in Port Operation AAAI 2026

Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes AAAI 2026

UVLM: Benchmarking Video Language Model for Underwater World Understanding AAAI 2026

M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model EMNLP 2025

Free-viewpoint Human Animation with Pose-correlated Reference Selection CVPR 2025

Visual Persona: Foundation Model for Full-Body Human Customization CVPR 2025

Attention Distillation: A Unified Approach to Visual Characteristics Transfer CVPR 2025

VideoGigaGAN: Towards Detail-rich Video Super-Resolution CVPR 2025

Move-in-2D: 2D-Conditioned Human Motion Generation CVPR 2025

Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators AAAI 2025

ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries AAAI 2025

Treasures in Discarded Weights for LLM Quantization AAAI 2025

Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025

Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval AAAI 2025

Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025

Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning ICML 2025

GSM-$∞$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length? ICML 2025

HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction ICLR 2025

FPE2M2: Approaching Lossless and Efficient Quantization with Native Floating Point ACL 2025

SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction ICLR 2025

MagicPIG: LSH Sampling for Efficient LLM Generation ICLR 2025

A Robust Method to Discover Causal or Anticausal Relation ICLR 2025

Visual Textualization for Image Prompted Object Detection ICCV 2025

Instance-Level Video Depth in Groups Beyond Occlusions ICCV 2025

VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation ICCV 2025

DMesh++: An Efficient Differentiable Mesh for Complex Shapes ICCV 2025

Video Motion Graphs ICCV 2025

Aether: Geometric-Aware Unified World Modeling ICCV 2025

Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval ICCV 2025

eTran: Extensible Kernel Transport with eBPF NSDI 2025

RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment MICCAI 2025

Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering CVPR 2024

BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays NIPS 2024

DMesh: A Differentiable Mesh Representation NIPS 2024

SIRIUS : Contexual Sparisty with Correction for Efficient LLMs NIPS 2024

ActAnywhere: Subject-Aware Video Background Generation NIPS 2024

In-Hand 3D Object Reconstruction from a Monocular RGB Video AAAI 2024

FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update AAAI 2024

Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery AAAI 2024

Diffusion Models for Sign Language Video Anonymization COLING 2024

A Multimodal Spatio-Temporal GCN Model with Enhancements for Isolated Sign Recognition COLING 2024

Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-tuning CVPR 2024

SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction CVPR 2024

Deformable One-shot Face Stylization via DINO Semantic Guidance CVPR 2024

Generating Non-Stationary Textures using Self-Rectification CVPR 2024

Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models ECCV 2024

SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language Pre-trained Models ECCV 2024

HARIVO: Harnessing Text-to-Image Models for Video Generation ECCV 2024

Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024

LRM: Large Reconstruction Model for Single Image to 3D ICLR 2024

HexGen: Generative Inference of Large Language Model over Heterogeneous Environment ICML 2024

Effective Federated Graph Matching ICML 2024

EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery IJCAI 2024

DVPE: Divided View Position Embedding for Multi-View 3D Object Detection IJCAI 2024

Region Attention Transformer for Medical Image Restoration MICCAI 2024

UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling MICCAI 2024

DINT: Fast In-Kernel Distributed Transactions with eBPF NSDI 2024

Learning Navigational Visual Representations with Semantic Map Supervision ICCV 2023

Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion ICCV 2023

Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation EMNLP 2023

Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint IJCAI 2023

Fast Federated Machine Unlearning with Nonlinear Functional Theory ICML 2023

Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing ICML 2023

Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization EMNLP 2023

Neural Texture Synthesis With Guided Correspondence CVPR 2023

Electrode: Accelerating Distributed Protocols with eBPF NSDI 2023

ContactGen: Generative Contact Modeling for Grasp Generation ICCV 2023

Tell2Design: A Dataset for Language-Guided Floor Plan Generation ACL 2023

Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing ICML 2022

Skeleton-Free Pose Transfer for Stylized 3D Characters ECCV 2022

The AISP-SJTU Simultaneous Translation System for IWSLT 2022 ACL 2022

Learning Visibility for Robust Dense Human Body Estimation ECCV 2022

Nonparametric Principal Subspace Regression JMLR 2022

Efficient Device Scheduling with Multi-Job Federated Learning AAAI 2022

Diversity Matters: Fully Exploiting Depth Clues for Reliable Monocular 3D Object Detection CVPR 2022

FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022

None Class Ranking Loss for Document-Level Relation Extraction IJCAI 2022

Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization NIPS 2022

Faithful Extreme Rescaling via Generative Prior Reciprocated Invertible Representations CVPR 2022

Audio-Driven Neural Gesture Reenactment With Video Motion Graphs CVPR 2022

APES: Articulated Part Extraction From Sprite Sheets CVPR 2022

Carbink: Fault-Tolerant Far Memory OSDI 2022

Evolvable Network Telemetry at Facebook NSDI 2022

Accelerated Federated Learning with Decoupled Adaptive Optimization ICML 2022

More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge EMNLP 2021

Focus on Local: Detecting Lane Marker From Bottom Up via Key Point CVPR 2021

Integrated Defense for Resilient Graph Matching ICML 2021

Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks ICML 2021

What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering AAAI 2021

Knowledge-Aware Dialogue Generation via Hierarchical Infobox Accessing and Infobox-Dialogue Interaction Graph Network IJCAI 2021

Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory NIPS 2021

Adversarial Attack against Cross-lingual Knowledge Graph Alignment EMNLP 2021

CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge AAAI 2021

EFANet: Exchangeable Feature Alignment Network for Arbitrary Style Transfer AAAI 2020

Adversarial Attacks on Deep Graph Matching NIPS 2020

TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact IJCAI 2020

A Probabilistic Model with Commonsense Constraints for Pattern-based Temporal Fact Extraction ACL 2020

End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation WACV 2020

Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness ACL 2020

ETNet: Error Transition Network for Arbitrary Style Transfer NIPS 2019

SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation ICCV 2019

Triplet-Center Loss for Multi-View 3D Object Retrieval CVPR 2018

Cascaded Interactional Targeting Network for Egocentric Video Analysis CVPR 2016

Probabilistic Rank-One Matrix Analysis with Concurrent Regularization IJCAI 2016

Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition CVPR 2015

Unsupervised Trajectory Clustering via Adaptive Multi-Kernel-Based Shrinkage ICCV 2015

Exclusive Lasso for Multi-task Feature Selection AISTATS 2010

Regularized Distance Metric Learning:Theory and Algorithm NIPS 2009