Xin Huang

AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought AAAI 2026 GMFL: Efficient Global Masking for Federated LLM Fine-tuning ACL 2026 VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision CORL 2025 PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation AAAI 2025 Bright-NeRF: Brightening Neural Radiance Field with Color Restoration from Low-Light RAW Images AAAI 2025 Improved Maximin Share Approximations for Chores by Bin Packing AAAI 2025 Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval AAAI 2025 MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing AAAI 2025 Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025 Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025 Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025 Causal Composition Diffusion Model for Closed-loop Traffic Generation CVPR 2025 Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion CVPR 2025 Material Anything: Generating Materials for Any 3D Object via Diffusion CVPR 2025 R-PRM: Reasoning-Driven Process Reward Modeling EMNLP 2025 Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025 DriveGPT: Scaling Autoregressive Behavior Models for Driving ICML 2025 Dynamic Seed-GrowthCM: A Dynamic Benefit-Oriented Algorithm for Core Maximization on Large Graphs IJCAI 2025 Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models IJCAI 2025 Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025 LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules NAACL 2025 HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation CVPR 2024 Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP 2024 SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning NAACL 2024 G2L-CariGAN: Caricature Generation from Global Structure to Local Features AAAI 2024 Privileged Prior Information Distillation for Image Matting AAAI 2024 Joint Domain Adaptive Graph Convolutional Network IJCAI 2024 A Retrospect to Multi-prompt Learning across Vision and Language ICCV 2023 Inverting the Imaging Process by Learning an Implicit Camera Model CVPR 2023 Utility-Preserving Privacy-Enabled Speech Embeddings for Emotion Detection INTERSPEECH 2023 Local Implicit Ray Function for Generalizable Radiance Field Representation CVPR 2023 MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers CVPR 2023 Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ACL 2022 M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction CVPR 2022 A Deep Learning Platform for Language Education Research and Development INTERSPEECH 2022 "UniNet: Unified Architecture Search with Convolution, Transformer, and MLP" ECCV 2022 HDR-NeRF: High Dynamic Range Neural Radiance Fields CVPR 2022 Entity-level Cross-modal Learning Improves Multi-modal Machine Translation EMNLP 2021 Unseen Entity Handling in Complex Question Answering over Knowledge Base via Language Generation EMNLP 2021 Hyperbolic Capsule Networks for Multi-Label Classification ACL 2020 Fast Risk Assessment for Autonomous Vehicles Using Learned Models of Agent Futures RSS 2020 NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing CVPR 2020 Hyperbolic Interaction Model for Hierarchical Multi-Label Classification AAAI 2020 Photon-Efficient 3D Imaging with A Non-Local Neural Network ECCV 2020 A Two-level Reinforcement Learning Algorithm for Ambiguous Mean-variance Portfolio Selection Problem IJCAI 2020 ADNet: Adaptively Dense Convolutional Neural Networks WACV 2020 IRC-GAN: Introspective Recurrent Convolutional GAN for Text-to-video Generation IJCAI 2019 Label-Specific Document Representation for Multi-Label Text Classification EMNLP 2019 Fast Algorithm for K-Truss Discovery on Public-Private Graphs IJCAI 2019 Label-Specific Document Representation for Multi-Label Text Classification IJCNLP 2019 Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics IJCAI 2018 Adversarial Attack on Graph Structured Data ICML 2018 Deep Cross-Media Knowledge Transfer CVPR 2018 Cross-modal Common Representation Learning by Hybrid Transfer Network IJCAI 2017 Online Roommate Allocation Problem IJCAI 2017 Cross-Media Shared Representation by Hierarchical Learning with Multiple Deep Networks IJCAI 2016