← Authors

Xiaofei He

56 papers · 2011–2026 · 10 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer πŸƒ Academic Marathon (14) 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🀝 Dynamic Duo (32) 🧬 Topic Evolution πŸ† Grand Slam πŸ† Keyword Champion (3) πŸ—ƒοΈ Keyword Collector (213) πŸš€ Conference Pioneer ⚑ Prolific Year (7) πŸ”₯ Unstoppable (15) ❓ The Questioner πŸ“ˆ Trend Setter πŸ’Ž Century Club (55)

Conferences

IJCAI (18) CVPR (7) NIPS (7) ICLR (6) AAAI (5) ICML (5) ECCV (3) ICCV (2) JMLR (2) ACL (1)

Top co-authors

Deng Cai (32) Binbin Lin (15) Wenxiao Wang (12) Zhou Zhao (11) Yueting Zhuang (8) Jieping Ye (7) Wei Liu (7) Boxi Wu (7) Minghao Chen (6) Honghui Yang (6)

Keywords

attention mechanism (6) 3d object detection (4) manifold learning (4) video question answering (3) metric learning (3) autonomous driving (3) gradient field (3) vector field (3) spatio-temporal attention (2) support vector machine (2) neural machine translation (2) point cloud (2) convolutional neural network (2) multi-task learning (2) few-shot learning (2) self-supervised learning (2) model compression (2) feature selection (2) semantic segmentation (2) sparse learning (2)

Papers

FGD-Align: Pluralistic Alignment for Large Language Models via Fuzzy Group Decision-Making AAAI 2026
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach ICLR 2025
SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement ICLR 2025
Depth Any Video with Scalable Synthetic Data ICLR 2025
Local Conditional Controlling for Text-to-Image Diffusion Models AAAI 2025
Few-shot Hybrid Domain Adaptation of Image Generator ICLR 2024
Task-Agnostic Self-Distillation for Few-Shot Action Recognition IJCAI 2024
AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning NIPS 2024
Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control NIPS 2024
EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing NIPS 2024
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving CVPR 2024
Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts ECCV 2024
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
CLIP Is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation CVPR 2023
Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023
Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph ECCV 2022
Towards Efficient Adversarial Training on Vision Transformers ECCV 2022
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022
CLRNet: Cross Layer Refinement Network for Lane Detection CVPR 2022
MLSLT: Towards Multilingual Sign Language Translation CVPR 2022
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention ICLR 2022
WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection ICLR 2022
Learning To Affiliate: Mutual Centralized Learning for Few-Shot Classification CVPR 2022
Do Wider Neural Networks Really Help Adversarial Robustness? NIPS 2021
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework ICML 2021
Salient Object Ranking With Position-Preserved Attention ICCV 2021
PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module AAAI 2020
MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 2020
COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning IJCAI 2019
Attribute Attention for Semantic Disambiguation in Zero-Shot Learning ICCV 2019
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 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
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018
Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning IJCAI 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
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models NIPS 2018
Video Question Answering via Hierarchical Spatio-Temporal Attention Networks IJCAI 2017
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
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
Parallel Vector Field Embedding JMLR 2013
O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions ICML 2013
Harmonious Hashing IJCAI 2013
Online Kernel Learning with a Near Optimal Sparsity Bound ICML 2013
A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing IJCAI 2013
Active Learning via Neighborhood Reconstruction IJCAI 2013
Multi-task Vector Field Learning NIPS 2012
Semi-supervised Regression via Parallel Field Regularization NIPS 2011