Lei Ma
研究员
Researches AI, life-system modeling and computer graphics toward a digital-life program, such as an integrated C. elegans model.
Lei Ma's lab at Peking works on rendering & appearance. 40 papers since 2023, 25 at top venues, mostly CVPR and NeurIPS. 10 PhD students and 4 master's students. 7 alumni. Applications close .
At a glance
- papers, 2023–2026
- 10/ year
- at T1 venues
- 63%
- PhD students
- 10
- MS students
- 4
- alumni listed
- 7
Papers by yearfrom the lab homepage, 2023–2026
- 13 papers2026 · T1 8 · collecting
- 8 papers2025 · T1 4
- 13 papers2024 · T1 9
- 6 papers2023 · T1 4
T1 venuesOtherVenues: CVPR, NeurIPS, AAAI, TPAMI, ICML
Research focuspaper titles that use each topic's words
- Rendering & appearance0 papers
- future0 papers
- program0 papers
- modeling0 papers
- computer graphics0 papers
Paper list
From the lab homepage.
202613 papers
- CVPR (T1)3D Gaussian Splatting from Unposed Spike Stream
- ICML (T1)CACR: Reinforcing Temporal Answer Grounding in Instructional Video via Candidate-Aware Causal Reasoning
- AAAI (T1)Can Protective Watermarking Safeguard the Copyright of 3D Gaussian Splatting?
- PatternsDendritic nonlinearities mitigate communication costs
- eLifeDomain-adaptive matching bridges synthetic and in vivo neural dynamics for neural circuit connectivity inference
- PatternsInterpretable machine learning reveals hemispheric asymmetry of state switching in the suprachiasmatic nucleus
- TPAMI (T1)Learn to Enhance Sparse Spike Streams (opens in a new tab)
- npj Systems Biology and ApplicationsMechanisms of rectified gap junctional coupling enhancing pacemaking activity of biologically engineered pacemaker cells
- CVPR (T1)Motus: A unified latent action world model
- ICLR (T1)Nano3D: A Training-Free Approach for Efficient 3D Editing Without Masks
- National Science ReviewNeuromorphic spike-based large language model
- AAAI (T1)Splats in Splats: Robust and Effective 3D Steganography towards Gaussian Splatting
20258 papers
- MICCAI (T1)A Boundary-Aware Cold-Diffusion Model for Electron Microscopy Segmentation
- National Science ReviewAn initiative on digital nephrology: the Kidney Imageomics Project (opens in a new tab)
- Nature Computational ScienceCost-effective instruction learning for pathology vision and language analysis (opens in a new tab)
- ICML (T1)MindCustomer: Multi-Context Image Generation Blended with Brain Signal
- npj Digital MedicinePathorchestra: A comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks
- AAAI (T1)SpikeGS: Reconstruct 3d scene captured by a fast-moving bio-inspired camera
- CVPR (T1)T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency
- SCIENTIA SINICA VitaeTrans-scale bioimaging and integrative biology: on the debut of China National Biomedical Imaging Center (opens in a new tab)
202413 papers
- TPAMI (T1)A Bayesian approach toward robust multidimensional ellipsoid-specific fitting
- Nature Computational ScienceAn integrative data-driven model simulating C. elegans brain, body and environment interactions (opens in a new tab)
- Pattern RecognitionCoherent Chord Computation and Cross Ratio for Accurate Ellipse Detection
- SIGGRAPH Asia (T1)Correlation-aware encoder-decoder with adapters for SVBRDF acquisition
- CVPR (T1)Correspondence-Free Non-Rigid Point Set Registration Using Unsupervised Clustering Analysis (opens in a new tab)
- Medical Image Analysis (T1)Embedded prompt tuning: Towards enhanced calibration of pretrained models for medical images (opens in a new tab)
- NeurIPS (T1)Learning from Pattern Completion: Self-supervised Controllable Generation
- ECCV (T1)Learning to robustly reconstruct dynamic scenes from low-light spike streams
- IJCV (T1)Light flickering guided reflection removal (opens in a new tab)
- Medical Image Analysis (T1)PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains
- ACM MMPRTGS: Precomputed Radiance Transfer of Gaussian Splats for Real-Time High-Quality Relighting
- NeurIPS (T1)Retrospective for the dynamic sensorium competition for predicting large-scale mouse primary visual cortex activity from videos
20236 papers
- Engineering1000x Faster Camera and Machine Vision with Ordinary Devices
- Nature Communications (T1)A GPU-based computational framework that bridges neuron simulation and artificial intelligence (opens in a new tab)
- TVCGAccurate Registration of Cross-Modality Geometry via Consistent Clustering
- TPAMI (T1)Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images
- NeurIPS (T1)Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
- NeurIPS (T1)Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera
Where alumni went7 listed, 0% to industry
Industry 0Academia 4
Also to
- Max Planck Institute
- Stanford University
- UCL
Apply to PekingFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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