Jinli Suo
Associate Professor
Works on computational photography and imaging, computer vision, and AI for science.
Jinli Suo's lab at Tsinghua works on computational imaging & photography. 31 papers since 2023, 21 at top venues, mostly AAAI and ICLR. Applications close .
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 68%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 7 papers2026 · T1 2 · collecting
- 7 papers2025 · T1 6
- 8 papers2024 · T1 7
- 9 papers2023 · T1 6
T1 venuesOtherVenues: AAAI, ICLR, ICASSP, TIP, TPAMI
Research focuspaper titles that use each topic's words
- Computational imaging & photography4 papers
- imaging2 papers
- photography1 paper
- computational photography0 papers
- automation0 papers
Paper list
From DBLP.
20267 papers
- Artif. Intell. MedicineCausally-informed deep learning towards explainable and generalizable outcome prediction in critical care (opens in a new tab)
- AAAI (T1)COGS: A Causal Representation Learning Framework for Out-of-Distribution Generalization in Time Series (opens in a new tab)
- Comput. Vis. MediaDarkVision: A Benchmark and Study for Low-Light Image/Video Analysis (opens in a new tab)
- Findings of ACLMemPO: Self-Memory Policy Optimization for Long-Horizon Agents (opens in a new tab)
- ECCV (T1)Reconstructing Dense Depth of Dark Scenes with Sparse LiDAR, Noisy Events, and Blurry RGB (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Seq-IF: Sequentially Consistent Infrared-Visible Video Fusion Under Time-Varying Illumination for Perception Enhancement (opens in a new tab)
- Pattern RecognitionUTA-Sign: Unsupervised thermal video augmentation via event-assisted traffic signage sketching (opens in a new tab)
20257 papers
- AAAI (T1)A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging (opens in a new tab)
- ICML (T1)DVI: A Derivative-based Vision Network for INR (opens in a new tab)
- TPAMI (T1)Event-Enhanced Snapshot Compressive Videography at 10K FPS (opens in a new tab)
- AAAI (T1)FIND: A Framework for Discovering Formulas in Data (opens in a new tab)
- PRCVHeRIF: A Mixture-of-Experts Framework for Infrared and Visible Image Fusion with Heterogeneous Resolutions (opens in a new tab)
- IJCV (T1)Lightweight High-Speed Photography Built on Coded Exposure and Implicit Neural Representation of Videos (opens in a new tab)
- ICLR (T1)X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention (opens in a new tab)
20248 papers
- CVPR (T1)A Physics-Informed Low-Rank Deep Neural Network for Blind and Universal Lens Aberration Correction (opens in a new tab)
- ICLR (T1)CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery (opens in a new tab)
- AAAI (T1)CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series (opens in a new tab)
- TOG (T1)HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance Field (opens in a new tab)
- TPAMI (T1)HOPE: High-Order Polynomial Expansion of Black-Box Neural Networks (opens in a new tab)
- SIGGRAPH (T1)InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars (opens in a new tab)
- IEEE Trans. Intell. Veh.Real-Time Sketching of Harshly Lit Driving Environment Perception by Neuromorphic Sensing (opens in a new tab)
- AAAI (T1)SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations (opens in a new tab)
20239 papers
- Inf. FusionA complementary dual-backbone transformer extracting and fusing weak cues for object detection in extremely dark videos (opens in a new tab)
- Inf. FusionA mutually boosting dual sensor computational camera for high quality dark videography (opens in a new tab)
- Proc. IEEEComputational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision (opens in a new tab)
- ICLR (T1)CUTS: Neural Causal Discovery from Irregular Time-Series Data (opens in a new tab)
- TIP (T1)INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-Blind Image Deblurring in Low-Light Conditions (opens in a new tab)
- ICASSP (T1)Learning Hybrid Representations of Semantics and Distortion for Blind Image Quality Assessment (opens in a new tab)
- TIP (T1)Retrieving Object Motions From Coded Shutter Snapshot in Dark Environment (opens in a new tab)
- AAAI (T1)SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data (opens in a new tab)
- ICASSP (T1)ψ-Net: Point Structural Information Network for No-Reference Point Cloud Quality Assessment (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TsinghuaFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- GRE
- See program page
- English
- Per school catalog
- Fee
- RMB 800
Not yet confirmed for this intake.
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Data
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- The alumni list could not be found on the lab site.
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