Yuan Cheng
副教授
Works on optical computing chips, edge computing and hardware-software co-design for AI computing architectures.
Yuan Cheng's lab at SJTU works on accelerators, chips & architecture and distributed, cloud & edge systems. 11 papers since 2023, 3 at top venues, mostly CVPR and ICML. 3 PhD students and 2 master's students. 1 alumnus. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 27%
- PhD students
- 3
- MS students
- 2
- alumni listed
- 1
Papers by yearfrom the lab homepage, 2023–2026
- 5 papers2026 · T1 3 · collecting
- 4 papers2025 · T1 0
- 2 papers2024 · T1 0
- 0 papers2023 · T1 0
T1 venuesOtherVenues: CVPR, ICML, SIGGRAPH
Research focuspaper titles that use each topic's words
- Distributed, cloud & edge systems3 papers
- Accelerators, chips & architecture1 paper
- optical computing0 papers
- edge computing0 papers
- hardware-software0 papers
Paper list
From the lab homepage.
20265 papers
- ICML (T1)AgentXRay: White-Boxing Agentic Systems via Workflow Reconstruction
- SIGGRAPH (T1)LUCID: Learning unified control for image deflaring and exposure mastery in nighttime photography
- Nature Sensors, .Multi-responsive retinomorphic sensor for reconfigurable optoelectronic computing (opens in a new tab)
- Nature SensorsSelf-reconfigurable polarization perception in dual-anisotropy heterostructures enables high-dimensional in-sensor computing
- CVPR (T1)UST-Hand: An uncertainty-aware spatiotemporal point cloud interaction network for 3D self-supervised hand pose estimation
20254 papers
- Nature PhotonicsDiffractive tensorized unit for million-TOPS general-purpose computing
- Light: Science & ApplicationsHigh-spatiotemporal-resolution distributed Brillouin sensing with transient acoustic wave
- Science BulletinReconfigurable bipolar and nonlinear photoresponse in 2D photodetectors for high-performance optical neural networks
- Small ScienceReconfigurable magneto-optoelectronic devices for multidimensional optical neural network
20242 papers
- Light: Science & ApplicationsPhotonic neuromorphic architecture for tens-of-task lifelong learning
- ACS NanoPhotoresponsive two-dimensional magnetic junctions for reconfigurable in-memory sensing
Where alumni went1 listed
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
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- Papers
- The lab homepage
- Members
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