Xiao Han
37 papers · 2020–2026 · 12 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (12) π Cross-Pollinator (6)
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(11)
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Taxonomy Completionist
(82)
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Grand Slam
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Topic Evolution
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(11)
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(167)
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Century Club
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Conferences
AAAI (7)
CVPR (7)
ACL (4)
EMNLP (4)
ECCV (3)
ICLR (3)
NIPS (3)
IJCAI (2)
EACL (1)
ICCV (1)
ICML (1)
JMLR (1)
Top co-authors
Research topics
Keywords
graph neural network
(3)
diffusion model
(3)
multiple instance learning
(3)
image generation
(3)
weakly supervised learning
(3)
whole slide image
(3)
whole-slide image
(3)
large language model
(2)
pretrained language model
(2)
computational pathology
(2)
vision-language model
(2)
knowledge graph
(2)
policy optimization
(2)
3d reconstruction
(2)
pose transfer
(2)
multi-modal learning
(2)
information retrieval
(2)
domain adaptation
(2)
medical imaging
(2)
weakly-supervised learning
(2)
Papers
Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
ACL 2026
StdGEN: Semantic-Decomposed 3D Character Generation from Single Images
CVPR 2025
GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching
AAAI 2025
Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models
AAAI 2025
Learning Flow Fields in Attention for Controllable Person Image Generation
CVPR 2025
Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery
ICLR 2025
Eigen Analysis of Conjugate Kernel and Neural Tangent Kernel
ICML 2025
Letβs Group: A Plug-and-Play SubGraph Learning Method for Memory-Efficient Spatio-Temporal Graph Modeling
IJCAI 2025
KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation
IJCAI 2024
SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training
ACL 2024
VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation
ICLR 2024
Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models
ICLR 2024
LiveHPS++: Robust and Coherent Motion Capture in Dynamic Free Environment
ECCV 2024
VIGC: Visual Instruction Generation and Correction
AAAI 2024
Individual-centered Partial Information in Social Networks
JMLR 2024
Language Model Adaption for Reinforcement Learning with Natural Language Action Space
ACL 2024
A Unified Framework for Human-centric Point Cloud Video Understanding
CVPR 2024
LiveHPS: LiDAR-based Scene-level Human Pose and Shape Estimation in Free Environment
CVPR 2024
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
NIPS 2024
HeadSculpt: Crafting 3D Head Avatars with Text
NIPS 2023
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks
ACL 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
CVPR 2023
How To Prevent the Poor Performance Clients for Personalized Federated Learning?
CVPR 2023
Standard and Non-standard Adverbial Markers: a Diachronic Analysis in Modern Chinese Literature
EACL 2023
Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion
ICCV 2023
RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning
AAAI 2023
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification
NIPS 2022
RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction
EMNLP 2022
Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification
CVPR 2022
FashionViL: Fashion-Focused Vision-and-Language Representation Learning
ECCV 2022
Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search
EMNLP 2021
Label Confusion Learning to Enhance Text Classification Models
AAAI 2021
Unsupervised Adverbial Identification in Modern Chinese Literature
EMNLP 2021
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring
AAAI 2021
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels
AAAI 2021
Weakly Supervised Semantic Segmentation with Boundary Exploration
ECCV 2020
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset
EMNLP 2020