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“RSQP: Problem-Specific Architectural Customization for Accelerated Convex Quadratic Optimization,” in Proceedings of the 50th Annual International Symposium on Computer Architecture, ser. ISCA ’23, Orlando, FL, USA: Association for Computing Machinery, 2023.
“Architecting Efficient Multi-Modal AIoT Systems,” in Proceedings of the 50th Annual International Symposium on Computer Architecture, ser. ISCA ’23, Orlando, FL, USA: Association for Computing Machinery, 2023.
“SNICIT: Accelerating Sparse Neural Network Inference via Compression at Inference Time on GPU,” in Proceedings of the 52nd International Conference on Parallel Processing, ser. ICPP ’23, Salt Lake City, UT, USA: Association for Computing Machinery, 2023, pp. 51–61.
“Globally Optimal Training of Neural Networks with Threshold Activation Functions,” in The Eleventh International Conference on Learning Representations, 2023.
“Sketching the Krylov subspace: faster computation of the entire ridge regularization path,” The Journal of Supercomputing, vol. 79, no. 16, pp. 18 748–18 776, May 2023.
“ODG-Q: Robust Quantization via Online Domain Generalization,” in 2022 26th International Conference on Pattern Recognition (ICPR), 2022, pp. 1822–1828.
“Improve the Stability and Robustness of Power Management through Model-free Deep Reinforcement Learning,” in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2022, pp. 1371–1376.
“A Reliability Concern on Photonic Neural Networks,” in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2022, pp. 1059–1064.
“A Hardware-Aware Neural Architecture Search Pareto Front Exploration for In-Memory Computing,” in 2022 IEEE 16th International Conference on Solid-State & Integrated Circuit Technology (ICSICT), 2022, pp. 1–4.
“A CMOS Compatible In-sensor Computing Neural Network with Gate/Body-Tied PMOSFET Array,” in 2022 IEEE 16th International Conference on Solid-State & Integrated Circuit Technology (ICSICT), 2022, pp. 1–3.
“TAC-RAM: A 65nm 4Kb SRAM Computing-in-Memory Design with 57.55 TOPS/W supporting Multibit Matrix-Vector Multiplication for Binarized Neural Network,” in 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022, pp. 66–69.
“Power Management for Chiplet-Based Multicore Systems Using Deep Reinforcement Learning,” in 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022, pp. 164–169.
“Energy-Efficient High-Performance Photonic Backplane Network for Rack-Scale Computing Systems,” in 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022, pp. 122–127.
“A General Deep Learning Model for Ultrasound Localization Microscopy,” in 2022 IEEE International Ultrasonics Symposium (IUS), 2022, pp. 1–4.
“Superfast Full-Scale GPU-Accelerated Global Routing,” in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2022, pp. 1–8.
“Accelerating Cache Coherence in Manycore Processor through Silicon Photonic Chiplet,” in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2022, pp. 1–9.
“Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation,” in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Los Alamitos, CA, USA: IEEE Computer Society, Jun. 2022, pp. 4932–4942.
“Device Variation-Aware Adaptive Quantization for MRAM- based Accurate In-Memory Computing Without On-chip Training,” in 2022 International Electron Devices Meeting (IEDM), 2022, pp. 10.5.1–10.5.4.
“An efficient synchronous-updating memristor-based Ising solver for combinatorial optimization,” in 2022 International Electron Devices Meeting (IEDM), 2022, pp. 22.2.1–22.2.4.
“Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory,” Advanced Intelligent Systems, vol. 4, no. 8, p. 2 200 026, 2022.