Shiyu Liang
Tenured Track Associate Professor
Works on machine learning theory, optimization and applied probability.
Shiyu Liang's lab at SJTU works on learning theory & optimization. 20 papers since 2023, 9 at top venues, mostly ACL and CCS. Applications close .
At a glance
- papers, 2023–2026
- 5/ year
- at T1 venues
- 45%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 3 papers2026 · T1 1 · collecting
- 9 papers2025 · T1 5
- 6 papers2024 · T1 2
- 2 papers2023 · T1 1
T1 venuesOtherVenues: ACL, CCS, EMNLP, GLOBECOM, ICCV
Research focuspaper titles that use each topic's words
- Learning theory & optimization5 papers
- optimization1 paper
- probability0 papers
- applied0 papers
- learning theory0 papers
Paper list
From DBLP.
20263 papers
- IEEE Trans. Vis. Comput. Graph.Deep-Saliency Foveated Ray Tracing For Real-time VR Rendering (opens in a new tab)
- Sci. RoboticsPerformant robotic manipulation with real-world reinforcement learning (opens in a new tab)
- ACL (T1)VCORE: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision (opens in a new tab)
20259 papers
- ICCV (T1)$\text{CO}_{2}$-Net: A Physics-Informed Spatio-Temporal Model for Global Surface $\text{CO}_{{2}}$ Reconstruction (opens in a new tab)
- EMNLP (T1)A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality (opens in a new tab)
- Frontiers Inf. Technol. Electron. Eng.AI-agent communication network for 6G: vision, architecture, and key technologies (opens in a new tab)
- USENIX Security (T1)CertTA: Certified Robustness Made Practical for Learning-Based Traffic Analysis (opens in a new tab)
- IEEE AccessEfficient Packaging Line Object Counting by Cross-Frame Association With Wavelet Convolutions and Trajectory Compensation (opens in a new tab)
- IEEE Trans. Vis. Comput. Graph.Efficient Photon Beam Diffusion for Directional Subsurface Scattering (opens in a new tab)
- CCS (T1)MM4flow: A Pre-trained Multi-modal Model for Versatile Network Traffic Analysis (opens in a new tab)
- NeurIPS (T1)NUTS: Eddy-Robust Reconstruction of Surface Ocean Nutrients via Two-Scale Modeling (opens in a new tab)
- IEEE Trans. Vis. Comput. Graph.Saliency-Aware Foveated Path Tracing for Virtual Reality Rendering (opens in a new tab)
20246 papers
- WCSPConvolutional Deep Unfolding Network for Asynchronous Active User Detection and Channel Estimation (opens in a new tab)
- ACM Trans. Sens. NetworksFlowerCast: Efficient Time-sensitive Multicast in Wireless Sensor Networks with Link Uncertainty (opens in a new tab)
- TKDE (T1)Graph Out-of-Distribution Generalization With Controllable Data Augmentation (opens in a new tab)
- ACM Trans. Knowl. Discov. DataHi-PART: Going Beyond Graph Pooling with Hierarchical Partition Tree for Graph-Level Representation Learning (opens in a new tab)
- Comput. Graph. ForumState of the Art in Efficient Translucent Material Rendering with BSSRDF (opens in a new tab)
- ICLR (T1)Temporal Generalization Estimation in Evolving Graphs (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
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- Papers
- DBLP
- Members
- Not collected
- Alumni
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