← Authors

Yang Wang

221 papers · 2008–2026 · 21 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (49) 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (18) 🌍 Conference Polyglot (21) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (10) 🏠 Conference Loyalist (25) 🧬 Topic Evolution πŸ† Keyword Champion 🌱 Topic Pioneer 🀝 Dynamic Duo (17) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (46) πŸ”¬ Deep Specialist (24) ⚑ Prolific Year (41) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (164) πŸš€ Conference Pioneer πŸ’Ž Century Club (212) πŸ”₯ Unstoppable (15) πŸ“ˆ Trend Setter

Conferences

AAAI (34) CVPR (33) IJCAI (28) NIPS (18) ICLR (15) ICML (14) WACV (11) ECCV (10) EMNLP (8) ICCV (8) INTERSPEECH (8) OSDI (8) ACL (8) COLING (4) AISTATS (3) IJCNLP (3) JMLR (3) NSDI (2) EACL (1) CORL (1) ACML (1)

Top co-authors

Zhengyang Zhou (20) Pengkun Wang (15) Zhixiang Chi (12) Xu Wang (11) Qihe Huang (11) Yang Cao (10) Fang Chen (10) Meng Wang (9) Li Gu (9) Zheng-Jun Zha (9)

Research topics

Core AI (2) Analysis (1) Differential Privacy (1)

Keywords

graph neural network (15) large language model (12) knowledge distillation (11) domain adaptation (10) convolutional neural network (9) unsupervised learning (9) attention mechanism (8) representation learning (8) few-shot learning (8) self-supervised learning (8) action recognition (7) multi-task learning (7) model compression (7) multimodal learning (6) object detection (6) neural network (6) transfer learning (6) multi-agent system (6) test-time adaptation (6) image restoration (5)

Papers

Hierarchical Instance Tracking to Balance Privacy Preservation with Accessible Information WACV 2026
Aware Distillation for Robust Vision-Language Tracking Under Linguistic Sparsity AAAI 2026
Experiential Fairness: Bridging the Gap Between User Experience and Resource-Centric Fairness in Online LLM Services AAAI 2026
AlignTrack: Top-Down Spatiotemporal Resolution Alignment for RGB-Event Visual Tracking AAAI 2026
U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions AAAI 2026
Dynamic Weight Adaptation in Spiking Neural Networks Inspired by Biological Homeostasis AAAI 2026
Agent-SAMA: State-Aware Mobile Assistant AAAI 2026
Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing AAAI 2026
FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning AAAI 2026
MSAnchor: De Novo Molecular Generation from Mass Spectrometry Data with Anchor-Extended Molecular Scaffolds AAAI 2026
BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving AAAI 2025
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025
BIV-Priv-Seg: Locating Private Content in Images Taken by People with Visual Impairments WACV 2025
HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth EMNLP 2025
SMamba: Sparse Mamba for Event-based Object Detection AAAI 2025
Anchor Learning with Potential Cluster Constraints for Multi-view Clustering AAAI 2025
Multi-label Self Knowledge Distillation AAAI 2025
Navigating Towards Fairness with Data Selection AAAI 2025
STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis AAAI 2025
Can We Verify Step by Step for Incorrect Answer Detection? IJCAI 2025
MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025
Consensus-Guided Incomplete Multi-view Clustering via Cross-view Affinities Learning IJCAI 2025
DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025
G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems ACL 2025
NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025
Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework IJCAI 2025
Revealing Concept Shift in Spatio-Temporal Graphs via State Learning IJCAI 2025
Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting IJCAI 2025
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks COLING 2025
From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls COLING 2025
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration IJCAI 2025
Balancing Model Efficiency and Performance: Adaptive Pruner for Long-tailed Data ICML 2025
Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation ICML 2025
Enhancing Graph Invariant Learning from a Negative Inference Perspective ICML 2025
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models ICML 2025
Robust Spatio-Temporal Centralized Interaction for OOD Learning ICML 2025
SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation ICML 2025
TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting ICML 2025
Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation ICLR 2025
Can LLMs Solve Longer Math Word Problems Better? ICLR 2025
Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025
Towards Realistic Data Generation for Real-World Super-Resolution ICLR 2025
Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck ICLR 2025
COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation ICLR 2025
Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows ICLR 2025
MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning CVPR 2025
QMambaBSR: Burst Image Super-Resolution with Query State Space Model CVPR 2025
Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks CVPR 2025
Exploring Historical Information for RGBE Visual Tracking with Mamba CVPR 2025
Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study ICLR 2025
Boosting Adversarial Transferability via Residual Perturbation Attack ICCV 2025
Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation ICCV 2025
FreeDance: Towards Harmonic Free-Number Group Dance Generation via a Unified Framework ICCV 2025
DocTTT: Test-Time Training for Handwritten Document Recognition using Meta-Auxiliary Learning WACV 2025
PipeThreader: Software-Defined Pipelining for Efficient DNN Execution OSDI 2025
Formal Synthesis of Barrier Certificates Using Fourier Kolmogorov-Arnold Network AAAI 2025
Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting AAAI 2025
Boosting Image De-Raining via Central-Surrounding Synergistic Convolution AAAI 2025
Unsupervised Domain Adaptive Person Search via Dual Self-Calibration AAAI 2025
Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts NIPS 2024
LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NIPS 2024
Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime NIPS 2024
Improving Generalization of Dynamic Graph Learning via Environment Prompt NIPS 2024
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework NIPS 2024
DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models CORL 2024
Adapting to Distribution Shift by Visual Domain Prompt Generation ICLR 2024
Visually Guided Audio Source Separation With Meta Consistency Learning WACV 2024
RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model AISTATS 2024
MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale OSDI 2024
ServiceLab: Preventing Tiny Performance Regressions at Hyperscale through Pre-Production Testing OSDI 2024
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models EMNLP 2024
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation EMNLP 2024
NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching AAAI 2024
Test-Time Personalization with Meta Prompt for Gaze Estimation AAAI 2024
OSFFNet: Omni-Stage Feature Fusion Network for Lightweight Image Super-Resolution AAAI 2024
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective AAAI 2024
HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting AAAI 2024
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization AAAI 2024
A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024
Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks AAAI 2024
Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024
Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning ICML 2024
Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment ICML 2024
On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity ICML 2024
A Cephalometric Landmark Regression Method based on Dual-encoder for High-resolution X-ray Image ECCV 2024
MMGNN: A Molecular Merged Graph Neural Network for Explainable Solvation Free Energy Prediction IJCAI 2024
LeRet: Language-Empowered Retentive Network for Time Series Forecasting IJCAI 2024
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition IJCAI 2024
Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity IJCAI 2024
ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation IJCAI 2024
LAFMA: A Latent Flow Matching Model for Text-to-Audio Generation INTERSPEECH 2024
Scene-Adaptive Person Search via Bilateral Modulations IJCAI 2024
Fast One-Stage Unsupervised Domain Adaptive Person Search IJCAI 2024
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams ECCV 2024
Structure Matters: Tackling the Semantic Discrepancy in Diffusion Models for Image Inpainting CVPR 2024
Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024
Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning ICLR 2024
Graph Lottery Ticket Automated ICLR 2024
NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling ICLR 2024
LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay EMNLP 2024
Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles AISTATS 2023
CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement NIPS 2023
Rethinking Data-Free Quantization as a Zero-Sum Game AAAI 2023
MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023
Fair Representation Learning with Unreliable Labels AISTATS 2023
Decoupling-and-Aggregating for Image Exposure Correction CVPR 2023
Adaptive Data-Free Quantization CVPR 2023
Delving Into Discrete Normalizing Flows on SO(3) Manifold for Probabilistic Rotation Modeling CVPR 2023
Point-TTA: Test-Time Adaptation for Point Cloud Registration Using Multitask Meta-Auxiliary Learning ICCV 2023
MetaGCD: Learning to Continually Learn in Generalized Category Discovery ICCV 2023
Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective ICLR 2023
GReTo: Remedying dynamic graph topology-task discordance via target homophily ICLR 2023
A Laplace-inspired Distribution on SO(3) for Probabilistic Rotation Estimation ICLR 2023
Image-driven Audio-visual Universal Source Separation INTERSPEECH 2023
Conveyor: One-Tool-Fits-All Continuous Software Deployment at Meta OSDI 2023
Meta-Auxiliary Learning for Future Depth Prediction in Videos WACV 2023
Few-Shot Learning of Compact Models via Task-Specific Meta Distillation WACV 2023
S2N: Suppression-Strengthen Network for Event-Based Recognition under Variant Illuminations ECCV 2022
Exposure Normalization and Compensation for Multiple-Exposure Correction CVPR 2022
Multi-Grained Spatio-Temporal Features Perceived Network for Event-Based Lip-Reading CVPR 2022
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022
Contrastive Learning for Unsupervised Video Highlight Detection CVPR 2022
BigDL 2.0: Seamless Scaling of AI Pipelines From Laptops to Distributed Cluster CVPR 2022
DECORE: Deep Compression With Reinforcement Learning CVPR 2022
Dreaming To Prune Image Deraining Networks CVPR 2022
Private Streaming SCO in $\ell_p$ geometry with Applications in High Dimensional Online Decision Making ICML 2022
Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network IJCAI 2022
GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block INTERSPEECH 2022
Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention INTERSPEECH 2022
Conformer Space Neural Architecture Search for Multi-Task Audio Separation INTERSPEECH 2022
WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation INTERSPEECH 2022
An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute OSDI 2022
Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity AAAI 2022
ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation AAAI 2022
Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities WACV 2022
Domain Generalization by Learning and Removing Domain-specific Features NIPS 2022
DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NIPS 2022
Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay ECCV 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts NIPS 2022
Switchable Online Knowledge Distillation ECCV 2022
Deep Generative Learning via SchrΓΆdinger Bridge ICML 2021
Multi-Stage Progressive Speech Enhancement Network INTERSPEECH 2021
Recognizing Reduplicated Forms: Finite-State Buffered Machines IJCNLP 2021
A Sequence-to-Sequence Approach to Dialogue State Tracking IJCNLP 2021
A Sequence-to-Sequence Approach to Dialogue State Tracking ACL 2021
Recognizing Reduplicated Forms: Finite-State Buffered Machines ACL 2021
Bias-tolerant Fair Classification ACML 2021
Video Captioning of Future Frames WACV 2021
Supervoxel Attention Graphs for Long-Range Video Modeling WACV 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021
Generalized Linear Bandits with Local Differential Privacy NIPS 2021
Non-asymptotic Error Bounds for Bidirectional GANs NIPS 2021
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset EMNLP 2021
Joint Visual and Audio Learning for Video Highlight Detection ICCV 2021
PVGNet: A Bottom-Up One-Stage 3D Object Detector With Integrated Multi-Level Features CVPR 2021
Image Change Captioning by Learning From an Auxiliary Task CVPR 2021
Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning CVPR 2021
Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning WACV 2020
Don't Hit Me! Glass Detection in Real-World Scenes CVPR 2020
Composed Query Image Retrieval Using Locally Bounded Features CVPR 2020
Unsupervised Vehicle Re-identification with Progressive Adaptation IJCAI 2020
Recurrent Relational Memory Network for Unsupervised Image Captioning IJCAI 2020
Recovering Accurate Labeling Information from Partially Valid Data for Effective Multi-Label Learning IJCAI 2020
Financial Risk Analysis for SMEs with Graph-based Supply Chain Mining IJCAI 2020
LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression COLING 2020
Non-Parallel Many-to-Many Voice Conversion with PSR-StarGAN INTERSPEECH 2020
When AWGN-Based Denoiser Meets Real Noises AAAI 2020
RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020
Efficient Inference for Nonparametric Hawkes Processes Using Auxiliary Latent Variables JMLR 2020
Geometric Estimation via Robust Subspace Recovery ECCV 2020
Adaptive Video Highlight Detection by Learning from User History ECCV 2020
Cross-Modal Weighting Network for RGB-D Salient Object Detection ECCV 2020
Few-Shot Scene-Adaptive Anomaly Detection ECCV 2020
Unsupervised Learning of Camera Pose with Compositional Re-estimation WACV 2020
Deep Degradation Prior for Low-Quality Image Classification CVPR 2020
Convex Shape Prior for Multi-Object Segmentation Using a Single Level Set Function ICCV 2019
Cross-Modal Self-Attention Network for Referring Image Segmentation CVPR 2019
Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae ACL 2019
Contextual Attention for Hand Detection in the Wild ICCV 2019
Discriminative Sample Generation for Deep Imbalanced Learning IJCAI 2019
UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching Videos CVPR 2019
Approximate Optimal Transport for Continuous Densities with Copulas IJCAI 2019
Deep Generative Learning via Variational Gradient Flow ICML 2019
Region Mutual Information Loss for Semantic Segmentation NIPS 2019
GIF2Video: Color Dequantization and Temporal Interpolation of GIF Images CVPR 2019
Video Summarization by Learning From Unpaired Data CVPR 2019
Pulling Actions out of Context: Explicit Separation for Effective Combination CVPR 2018
Occlusion Aware Unsupervised Learning of Optical Flow CVPR 2018
wPerf: Generic Off-CPU Analysis to Identify Bottleneck Waiting Events OSDI 2018
Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies IJCAI 2018
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR 2018
Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information IJCAI 2018
Video Summarization Using Fully Convolutional Sequence Networks ECCV 2018
Flexible and Creative Chinese Poetry Generation Using Neural Memory ACL 2017
The SUMMA Platform Prototype EACL 2017
Gated Feedback Refinement Network for Dense Image Labeling CVPR 2017
Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter EMNLP 2016
Infinite Hidden Semi-Markov Modulated Interaction Point Process NIPS 2016
Bayesian Optimization of Partition Layouts for Mondrian Processes IJCAI 2016
Improving Human Action Recognition by Non-Action Classification CVPR 2016
Iterative Views Agreement: An Iterative Low-Rank Based Structured Optimization Method to Multi-View Spectral Clustering IJCAI 2016
Tri-Party Deep Network Representation IJCAI 2016
Weakly Supervised Localization of Novel Objects Using Appearance Transfer CVPR 2015
Metadata Dependent Mondrian Processes ICML 2015
Exalt: Empowering Researchers to Evaluate Large-Scale Storage Systems NSDI 2014
Salt: Combining ACID and BASE in a Distributed Database OSDI 2014
Stable Learning in Coding Space for Multi-Class Decoding and Its Extension for Multi-Class Hypothesis Transfer Learning CVPR 2014
Robustness in the Salus Scalable Block Store NSDI 2013
Non-parametric Filtering for Geometric Detail Extraction and Material Representation CVPR 2013
All about Eve: Execute-Verify Replication for Multi-Core Servers OSDI 2012
Discriminative Hierarchical Part-based Models for Human Parsing and Action Recognition JMLR 2012
Kernel Latent SVM for Visual Recognition NIPS 2012
Beyond Actions: Discriminative Models for Contextual Group Activities NIPS 2010
Fusion of Multiple Features and Ranking SVM for Web-based English-Chinese OOV Term Translation COLING 2010
A Discriminative Latent Model of Image Region and Object Tag Correspondence NIPS 2010
English-Chinese Bi-Directional OOV Translation based on Web Mining and Supervised Learning ACL 2009
English-Chinese Bi-Directional OOV Translation based on Web Mining and Supervised Learning IJCNLP 2009
A Rate Distortion Approach for Semi-Supervised Conditional Random Fields NIPS 2009
Learning a discriminative hidden part model for human action recognition NIPS 2008