DefT: Boosting Scalability of Deformable Convolution Operations on GPUs." In International Conference on Architectural Support for Programming Languages and Operating Systems Asplos, 134-146. Vol. 3. 2023."
Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks." Ieee Transactions on Neural Networks and Learning Systems PP (2023)."
DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person." Ieee Transactions on Neural Networks and Learning Systems 34, no. 2 (2023): 867-881."
DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs." Ieee Transactions on Computers 72, no. 3 (2023): 880-892."
Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 58-63. 2023."
Guest Editorial Machine Learning for Resilient Industrial Cyber-Physical Systems." Ieee Transactions on Automation Science and Engineering 20, no. 1 (2023): 3-4."
Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 618-623. 2023."
ISLPED 2022: An Experience of a Hybrid Conference in the Time of COVID-19." Ieee Design & Test 40, no. 1 (2023): 105-107."
: Joint Point Interaction-Dimension Search for 3D Point Cloud." In Proceedings 2023 Ieee Winter Conference on Applications of Computer Vision, Wacv 2023, 1298-1307. 2023."
MWSCAS Guest Editorial Special Issue Based on the 64th International Midwest Symposium on Circuits and Systems." Ieee Transactions on Circuits and Systems I: Regular Papers 70, no. 1 (2023): 1-2."
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems." In Acm Web Conference 2023 Proceedings of the World Wide Web Conference, Www 2023, 1199-1207. 2023."
Photonic Bayesian Neural Network Using Programmed Optical Noises." Ieee Journal of Selected Topics in Quantum Electronics 29, no. 2 (2023)."
Rethink before Releasing Your Model: ML Model Extraction Attack in EDA." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 252-257. 2023."
SpikeSen: Low-latency In-sensor-intelligence Design with Neuromorphic Spiking Neurons." Ieee Transactions on Circuits and Systems Ii: Express Briefs (2023): 1."
A 1.041-Mb/mm227.38-TOPS/W Signed-INT8 Dynamic-Logic-Based ADC-less SRAM Compute-in-Memory Macro in 28nm with Reconfigurable Bitwise Operation for AI and Embedded Applications." In Digest of Technical Papers Ieee International Solid State Circuits Conference, 188-190. Vol. 2022-February. 2022."
The 5th Artificial Intelligence of Things (AIoT) Workshop." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 4912-4913. 2022."
Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 11 (2022): 3626-3637."
ASTERS: Adaptable Threshold Spike-timing Neuromorphic Design with Twin-Column ReRAM Synapses." In Proceedings Design Automation Conference, 1099-1104. 2022."
An Audio Frequency Unfolding Framework for Ultra-Low Sampling Rate Sensors." In Proceedings International Symposium on Quality Electronic Design, Isqed. Vol. 2022-April. 2022."
Boosting the sensing granularity of acoustic signals by exploiting hardware non-linearity." In Hotnets 2022 Proceedings of the 2022 21st Acm Workshop on Hot Topics in Networks, 53-59. 2022."
On Building Efficient and Robust Neural Network Designs." In Conference Record Asilomar Conference on Signals, Systems and Computers, 317-321. Vol. 2022-October. 2022."
Cascading Structured Pruning: Enabling High Data Reuse for Sparse DNN Accelerators." In Proceedings International Symposium on Computer Architecture, 522-535. 2022."
CMOS Implementation of Spiking Equilibrium Propagation for Real-Time Learning." In Proceeding Ieee International Conference on Artificial Intelligence Circuits and Systems, Aicas 2022, 283-286. 2022."
DEEP: Developing extremely efficient runtime on-chip power meters." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2022."
ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-aware ReRAM-based In-Memory Training Systems." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems (2022): 1."