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Xiao Han

37 papers · 2020–2026 · 12 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸƒ Academic Marathon (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (6)
🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (11) πŸ—ΊοΈ Taxonomy Completionist (82) πŸ† Grand Slam 🧬 Topic Evolution ❓ The Questioner ⚑ Prolific Year (11) πŸ—ƒοΈ Keyword Collector (167) πŸ’Ž Century Club (36) πŸ”₯ Unstoppable (6)

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)

Research topics

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 Let’s 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