Xiaofei He
Professor of Computer Science
Researches machine learning, including manifold learning and dimensionality reduction, with applications to computer vision and information retrieval.
Xiaofei He's lab at Zhejiang works on recommendation, search & web and knowledge, QA & retrieval. 43 papers since 2023, 36 at top venues, mostly CVPR and ICLR. Applications close .
At a glance
- papers, 2023–2026
- 11/ year
- at T1 venues
- 84%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 8 papers2026 · T1 8 · collecting
- 14 papers2025 · T1 11
- 11 papers2024 · T1 10
- 10 papers2023 · T1 7
T1 venuesOtherVenues: CVPR, ICLR, TPAMI, NeurIPS, TIP
Research focuspaper titles that use each topic's words
- Knowledge, QA & retrieval5 papers
- Recommendation, search & web0 papers
- manifold learning0 papers
- manifold0 papers
- reduction0 papers
Paper list
From DBLP.
20268 papers
- WWW (T1)Aligning Multiple Knowledge Graphs in A Single Pass (opens in a new tab)
- ECCV (T1)Anchor Forcing: Anchor Memory and Tri-Region RoPE for Interactive Streaming Video Diffusion (opens in a new tab)
- ICLR (T1)Any-to-Bokeh: Arbitrary-Subject Video Refocusing with Video Diffusion Model (opens in a new tab)
- AAAI (T1)FGD-Align: Pluralistic Alignment for Large Language Models via Fuzzy Group Decision-Making (opens in a new tab)
- ACL (T1)HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference (opens in a new tab)
- TPAMI (T1)Instruction-Guided Distribution Maximization for General Few-Shot Intent Recognition (opens in a new tab)
- CVPR (T1)MatchMask: Mask-Centric Generative Data Augmentation for Label-Scarce Semantic Segmentation (opens in a new tab)
- TPAMI (T1)Trusted Multi-View Learning Under Noisy Supervision (opens in a new tab)
202514 papers
- TPAMI (T1)CLRNetV2: A Faster and Stronger Lane Detector (opens in a new tab)
- IEEE Trans. Intell. Transp. Syst.Cooperative Driving at Multiple Unsignalized Intersections in Fully Autonomous Driving Scenarios (opens in a new tab)
- TPAMI (T1)Cross-Modal Guided Visual Representation Learning for Social Image Retrieval (opens in a new tab)
- ICLR (T1)Depth Any Video with Scalable Synthetic Data (opens in a new tab)
- IEEE AccessDual Graph for Traffic Forecasting (opens in a new tab)
- ICLR (T1)Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach (opens in a new tab)
- TKDE (T1)Large-Scale Storage Location Assignment via Hierarchical Reinforcement Learning: A Rank and Assign Approach (opens in a new tab)
- AAAI (T1)Local Conditional Controlling for Text-to-Image Diffusion Models (opens in a new tab)
- TIP (T1)LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.M3CS: Multi-Target Masked Point Modeling With Learnable Codebook and Siamese Decoders (opens in a new tab)
- ICASSP (T1)Object-level Data Augmentation for Visual 3D Object Detection in Autonomous Driving (opens in a new tab)
- ICLR (T1)SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement (opens in a new tab)
202411 papers
- ECCV (T1)Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts (opens in a new tab)
- NeurIPS (T1)AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning (opens in a new tab)
- TPAMI (T1)CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention (opens in a new tab)
- NeurIPS (T1)EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing (opens in a new tab)
- NeurIPS (T1)Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control (opens in a new tab)
- ICLR (T1)Few-shot Hybrid Domain Adaptation of Image Generator (opens in a new tab)
- TIP (T1)Motion-Aware Memory Network for Fast Video Salient Object Detection (opens in a new tab)
- Knowl. Based Syst.SelFLoc: Selective feature fusion for large-scale point cloud-based place recognition (opens in a new tab)
- IJCAI (T1)Task-Agnostic Self-Distillation for Few-Shot Action Recognition (opens in a new tab)
- TIP (T1)Temporal Feature Fusion for 3D Detection in Monocular Video (opens in a new tab)
- CVPR (T1)UniPAD: A Universal Pre-Training Paradigm for Autonomous Driving (opens in a new tab)
202310 papers
- CVPR (T1)CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation (opens in a new tab)
- CVPR (T1)GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds (opens in a new tab)
- Int. J. Mach. Learn. Cybern.Multi-scale fusion transformer based weakly supervised hashing learning for instance retrieval (opens in a new tab)
- NeurocomputingNeural collapse inspired attraction-repulsion-balanced loss for imbalanced learning (opens in a new tab)
- Int. J. Mach. Learn. Cybern.Optimizing traffic efficiency via a reinforcement learning approach based on time allocation (opens in a new tab)
- ICRA (T1)PriorLane: A Prior Knowledge Enhanced Lane Detection Approach Based on Transformer (opens in a new tab)
- CVPR (T1)PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer (opens in a new tab)
- AAAI (T1)Towards In-Distribution Compatible Out-of-Distribution Detection (opens in a new tab)
- TKDE (T1)Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling (opens in a new tab)
- TIP (T1)X-View: Non-Egocentric Multi-View 3D Object Detector (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to ZhejiangFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- Per ZJU language requirements
- Fee
- RMB 800
Not yet confirmed for this intake.
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