Xin Wang
Associate Professor
Works on multimedia intelligence, media big-data analysis, and machine learning, including automated and curriculum learning.
Xin Wang's lab at Tsinghua works on visualization & visual analytics. 130 papers since 2023, 62 at top venues, mostly ACM MM and AAAI. Applications close .
At a glance
- papers, 2023–2026
- 34/ year
- at T1 venues
- 48%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 28 papers2026 · T1 12 · collecting
- 37 papers2025 · T1 17
- 30 papers2024 · T1 16
- 35 papers2023 · T1 17
T1 venuesOtherVenues: ACM MM, AAAI, ICML, KDD, CVPR
Research focuspaper titles that use each topic's words
- Visualization & visual analytics6 papers
- automated4 papers
- multimedia1 paper
- big-data analysis0 papers
- big-data0 papers
Paper list
From the lab homepage.
202628 papers
- Advanced ScienceA Dual-Modal Wearable PPG Smartwatch with AI-Enhanced Correction for High-Accuracy and Continuous AF Burden Assessment
- ICLR (T1)Adaptive Mixture of Disentangled Experts for Dynamic Graph Out-of-Distribution Generalization
- ACM MMAerial World Model for Long-horizon Visual Generation and Navigation in 3D Space
- TKDDAutomated Graph Machine Learning
- TMMAV-Unified A Unified Framework for Audio-visual Scene Understanding
- KDD (T1)Continual-GraphLLM: Dynamic Graph Large Language Model with Invariance Regularized Adaptive Multi-Scale Experts
- AAAI (T1)Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning
- TPAMI (T1)Curriculum-GraphLLM: Joint Optimization of Architectures, Structures and Texts for Denoised Graph Neural Architecture Search
- TMMCustomized Text-to-Image Generation with Curriculum Multi-Reward Reinforcement Learning
- WWW (T1)Disentangled Graph LLM for Molecule Graph Editing under Distribution Shifts
- SCIENTIA SINICA InformationisDisentangled Representation Learning: Methods, Applications, and Model Designs (In Chinese)
- TMMEnhancing Image Deblurring through Diffusion in Low-Frequency Latent Space
202537 papers
- IEEE ISSCCA 28-nm 17.83-62.84 TFLOPS/W Broadcast-Alignment Floating-Point CIM Macro with Non-2's-Complement MAC for CNNs and Transformers
- IEEE A-SSCCA 28nm 244.45TOPS/W Winograd-Standard Fusion Accelerator with Symmetric Hybrid Domain CIM Groups for Edge AI Devices
- ACM ICMRAligning Large Multimodal Model with Sequential Recommendation via Content-Behavior Guidance
- ICML (T1)AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization
- TOISAutomated Disentangled Sequential Recommendation with Large Language Models
- SCIENTIA SINICA InformationisAutonomous Machine Learning (In Chinese)
- AAAI (T1)Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation
- KDD (T1)Causal-aware Graph Neural Architecture Search under Distribution Shifts
- TCSVTCustomized Multi-Subject Text-to-Image Generation with Causal Tuning
- ICML (T1)Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts
- TCSVTDiViCo: Disentangled Visual Token Compression for Efficient Large Vision-Language Model
- ICML (T1)Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning
202430 papers
- CSURA Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
- NSRAdvances in Neural Architecture Search
- IEEE IGARSSContext Constraints-Guided Reconstruction Robust Network for Cloud-Induced Extensive Missing Area in Sea Surface Temperature
- ICML (T1)CurBench: Curriculum Learning Benchmark
- ICMECustomized Cross-device Neural Architecture Search with Images
- AAAI (T1)Data-augmented Curriculum Graph Neural Architecture Search Under Distribution Shifts
- CogSciDELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction
- ICLR (T1)DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
- TCSVTDisenDreamer: Subject-Driven Text-to-Image Generation with Sample-aware Disentangled Tuning
- ACM MMDisenStudio:Customized Multi-Subject Text-to-Video Generation with Disentangled Spatial Control
- ICML (T1)Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet
- TOISDisentangled Dynamic Graph Attention Network for Out-of-distribution Sequential Recommendation
202335 papers
- (Best Paper Award)ACM Multimedia 2023 McGE Workshop
- KDD (T1)Adaptive Disentangled Transformer for Sequential Recommendation
- —Advances in Theory and Technology of Cross-Media Intelligent Association Analysis
- CVPR (T1)Adversarially Robust Neural Architecture Search for Graph Neural Networks
- ICLR (T1)AutoGT: Automated Graph Transformer Architecture Search
- CIKM (T1)Causal Discovery in Temporal Domain from Interventional Data
- —Communications of China Computer Federation 2023
- WWW (T1)Continual Few-shot Learning with Transformer Adaptation and Knowledge Regularization
- TOMMContinual Recognition with Adaptive Memory Update
- WWW (T1)Cross-domain Recommendation with Behavioral Importance Perception
- ICML (T1)Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation
- IJCAI (T1)Curriculum Graph Machine Learning: A Survey
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TsinghuaFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- GRE
- See program page
- English
- Per school catalog
- Fee
- RMB 800
Not yet confirmed for this intake.
Similar labsnearest by research summary
- CNPeking
Yuqing Kong
- Learning theory & optimization
- CAToronto
Ashish J. Khisti
- Learning theory & optimization
- CNZhejiang
Shouling Ji
- Trustworthy & safe ML
- CNZhejiang
Jie Song
- Generative & foundation models
- USUT Austin
Yan Leng
- Trustworthy & safe ML
- CNZhejiang
Zhongxin Liu
6 T1
Your notes
Save this lab to keep notes.
Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Not collected
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
Tsinghuacloses