School of Engineering
Showing 41-57 of 57 Results
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Weiyan Shi
Postdoctoral Scholar, Computer Science
Current Research and Scholarly InterestsMy research interests are in Natural Language Processing, especially intelligent interactive systems and the following directions:
* Interactive systems specialized in social influence for social good (e.g., persuasive dialogues)
* Privacy-preserving NLP models
* Task-oriented and open-domain dialogue systems
* Intelligible dialogue generation
* Learning through interaction
My research vision is to build a natural interface between human intelligence and machine intelligence via natural conversations, so that all members of society can interact with AI models seamlessly regardless of their backgrounds. -
Kangning Wang
Postdoctoral Scholar, Computer Science
Current Research and Scholarly InterestsMy research lies in the intersection of Computer Science and Economics. I am particularly interested in using mathematical or algorithmic techniques to provide approximately efficient or fair economic solutions in fields including Social Choice, Mechanism Design, Information Design, and Market Design, especially when the exact optima are infeasible due to selfishness of agents, lack of information, computational hardness, etc.
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Min Wu
Postdoctoral Scholar, Computer Science
Current Research and Scholarly InterestsSafe and trustworthy AI: robustness, explainability, and fairness
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Zhuo Zheng
Postdoctoral Scholar, Computer Science
BioMy research interests are Earth Vision and AI4Earth, especially multi-modal and multi-temporal remote sensing image analysis and their real-world applications.
First-author representative works:
- Our Change family: ChangeStar (single-temporal learning, ICCV 2021), ChangeMask (many-to-many architecture, ISPRS P&RS 2022), ChangeOS (one-to-many architecture, RSE 2021), Changen (generative change modeling, ICCV 2023)
- Geospatial object segmentation: FarSeg (CVPR 2020) and FarSeg++ (TPAMI 2023), LoveDA dataset (NeurIPS Datasets and Benchmark 2021)
- Missing-modality all weather mapping: Deep Multisensory Learning (first work on this topic, ISPRS P&RS 2021)
- Hyperspectral image classification: FPGA (first fully end-to-end patch-free method for HSI, TGRS 2020)
