Xiaofei He

FGD-Align: Pluralistic Alignment for Large Language Models via Fuzzy Group Decision-Making AAAI 2026 HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference ACL 2026 MatchMask: Mask-Centric Generative Data Augmentation for Label-Scarce Semantic Segmentation CVPR 2026 Depth Any Video with Scalable Synthetic Data ICLR 2025 Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach ICLR 2025 Local Conditional Controlling for Text-to-Image Diffusion Models AAAI 2025 SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement ICLR 2025 Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts ECCV 2024 AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning NeurIPS 2024 EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing NeurIPS 2024 Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control NeurIPS 2024 Few-shot Hybrid Domain Adaptation of Image Generator ICLR 2024 Task-Agnostic Self-Distillation for Few-Shot Action Recognition IJCAI 2024 UniPAD: A Universal Pre-training Paradigm for Autonomous Driving CVPR 2024 CLIP Is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation CVPR 2023 GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds CVPR 2023 PVT-SSD: Single-Stage 3D Object Detector With Point-Voxel Transformer CVPR 2023 Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023 CLRNet: Cross Layer Refinement Network for Lane Detection CVPR 2022 CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention ICLR 2022 DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022 Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph ECCV 2022 Learning To Affiliate: Mutual Centralized Learning for Few-Shot Classification CVPR 2022 MLSLT: Towards Multilingual Sign Language Translation CVPR 2022 Towards Efficient Adversarial Training on Vision Transformers ECCV 2022 WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection ICLR 2022 Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework ICML 2021 Do Wider Neural Networks Really Help Adversarial Robustness? NeurIPS 2021 Salient Object Ranking With Position-Preserved Attention ICCV 2021 MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 2020 PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module AAAI 2020 Attribute Attention for Semantic Disambiguation in Zero-Shot Learning ICCV 2019 COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning IJCAI 2019 Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks IJCAI 2019 Progressive Transfer Learning for Person Re-identification IJCAI 2019 Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 2019 Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning IJCAI 2018 Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018 MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models NeurIPS 2018 Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network IJCAI 2018 Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism IJCAI 2018 Link Prediction via Ranking Metric Dual-Level Attention Network Learning IJCAI 2017 Microblog Sentiment Classification via Recurrent Random Walk Network Learning IJCAI 2017 Robust Asymmetric Bayesian Adaptive Matrix Factorization IJCAI 2017 Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction ICML 2017 Video Question Answering via Hierarchical Spatio-Temporal Attention Networks IJCAI 2017 Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning IJCAI 2016 Non-Negative Matrix Factorization with Sinkhorn Distance IJCAI 2016 Mobile Query Recommendation via Tensor Function Learning IJCAI 2015 Geodesic Distance Function Learning via Heat Flow on Vector Fields ICML 2014 Active Learning via Neighborhood Reconstruction IJCAI 2013 A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing IJCAI 2013 Harmonious Hashing IJCAI 2013 O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions ICML 2013 Online Kernel Learning with a Near Optimal Sparsity Bound ICML 2013 Parallel Vector Field Embedding JMLR 2013 Multi-task Vector Field Learning NeurIPS 2012 Semi-supervised Regression via Parallel Field Regularization NeurIPS 2011