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publications
S3: Side-Channel Attack on Stylus Pencil through Sensors Permalink
Published in IMWUT, 2021
Recommended citation: Habiba Farrukh, Tinghan Yang, Hanwen Xu, Yuxuan Yin, He Wang, Z Berkay Celik. (2021). IMWUT.
Domain-Specific Machine Learning based Minimum Operating Voltage Prediction using On-Chip Monitor Data Permalink
Published in ITC, 2023
Recommended citation: Yuxuan Yin, Rebecca Chen, Chen He, Peng Li. (2023). ITC.
Semi-Supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach Permalink
Published in AAAI, 2024
Recommended citation: Yu Wang, Yuxuan Yin, Karthik Suryanarayana, Jan Drgona, Malachi Schram, Mahantesh Halappanavar, Frank Liu, Peng Li. (2024). AAAI.
Data-Efficient Conformalized Interval Prediction of Minimum Operating Voltage Capturing Process Variations Permalink
Published in DAC, 2024
Recommended citation: Yuxuan Yin, Rebecca Chen, Chen He, Peng Li. (2024). DAC.
Reliable Interval Prediction of Minimum Operating Voltage Based on On-chip Monitors via Conformalized Quantile Regression Permalink
Published in DATE, 2024
Recommended citation: Yuxuan Yin, Xiaoxiao Wang, Rebecca Chen, Chen He, Peng Li. (2024). DATE.
ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models Permalink
Published in ICCAD, 2024
Recommended citation: Yuxuan Yin*, Yu Wang*, Boxun Xu, Peng Li. (2024). ICCAD.
High-dimensional Bayesian Optimization via Semi-supervised Learning with Optimized Unlabeled Data Sampling (Spotlight) Permalink
Published in ICML, 2024
Recommended citation: Yuxuan Yin, Yu Wang, Peng Li. (2024). ICML.
Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspective Permalink
Published in arXiv, 2024
Recommended citation: Yuxuan Yin*, Yu Wang*, Peng Li. (2024). arXiv.
Bishop: Sparsified Bundling Spiking Transformers on Heterogeneous Cores with Error-Constrained Pruning Permalink
Published in ISCA, 2025
Recommended citation: Boxun Xu, Yuxuan Yin, Vikram Iyer, Peng Li. (2025). ISCA.
Transfer Learning for Minimum Operating Voltage Prediction in Advanced Technology Nodes: Leveraging Legacy Data and Silicon Odometer Sensing Permalink
Published in ITC, 2025
Recommended citation: Yuxuan Yin, Rebecca Chen, Boxun Xu, Chen He, Peng Li. (2025). ITC.
Reliable Board-Level Degradation Prediction with Monotonic Segmented Regression under Noisy Measurement Permalink
Published in VTS, 2025
Recommended citation: Yuxuan Yin, Rebecca Chen, Chen He, Peng Li. (2025). VTS.
Data-Efficient Prediction of Minimum Operating Voltage via Inter- and Intra-Wafer Variation Alignment Permalink
Published in VTS, 2025
Recommended citation: Yuxuan Yin, Rebecca Chen, Chen He, Peng Li. (2025). VTS.
LASER: Language Model Regression for Semi-Structured Workflow Resource and Runtime Estimation Permalink
Published in arXiv, 2025
Recommended citation: Yuxuan Yin, Shengke Zhou, Yunjie Zhang, Ajay Mohindra, Boxun Xu, Peng Li. (2025). arXiv.
GAUSS: Graph-Assisted Uncertainty Quantification using Structure and Semantics for Long-Form Generation in LLMs Permalink
Published in ICML, 2026
Recommended citation: Karthik Somayaji NS, Yuxuan Yin, Peng Li. (2026). ICML.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
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