Fan Zhang - RankMe

27 papers A* 7A 2Journal 9Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Efficient Self-Supervised Continual Learning with Progressive Task-Correlated Layer Freezing. ISQED Li Yang, Sen Lin, Fan Zhang, Junshan Zhang, Deliang Fan
2025	—	`conf`	Learning to Prune and Low-Rank Adaptation for Compact Language Model Deployment. ASP-DAC Asmer Hamid Ali, Fan Zhang, Li Yang, Deliang Fan
2024	J	`jnl`	A 65-nm RRAM Compute-in-Memory Macro for Genome Processing. IEEE J. Solid State Circuits Fan Zhang, Amitesh Sridharan, Wangxin He, Injune Yeo, Maximilian Liehr, Wei Zhang, Nathaniel C. Cady, Yu Cao, Jae-sun Seo, Deliang Fan
2024	A*	`conf`	Efficient Memory Integration: MRAM-SRAM Hybrid Accelerator for Sparse On-Device Learning. DAC Fan Zhang, Amitesh Sridharan, Wilman Tsai, Yiran Chen, Shan X. Wang, Deliang Fan
2024	A*	`conf`	Hyb-Learn: A Framework for On-Device Self-Supervised Continual Learning with Hybrid RRAM/SRAM Memory. DAC Fan Zhang, Li Yang, Deliang Fan
2024	J	`jnl`	On-Device Continual Learning With STT-Assisted-SOT MRAM-Based In-Memory Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Fan Zhang, Amitesh Sridharan, William Hwang, Fen Xue, Wilman Tsai, Shan X. Wang, Deliang Fan
2024	—	`conf`	SP-IMC: A Sparsity Aware In-Memory-Computing Macro in 28nm CMOS with Configurable Sparse Representation for Highly Sparse DNN Workloads. CICC Amitesh Sridharan, Fan Zhang, Jae-sun Seo, Deliang Fan
2023	—	`conf`	A 65nm RRAM Compute-in-Memory Macro for Genome Sequencing Alignment. ESSCIRC Fan Zhang, Wangxin He, Injune Yeo, Maximilian Liehr, Nathaniel C. Cady, Yu Cao, Jae-sun Seo, Deliang Fan
2023	J	`jnl`	Aligner-D: Leveraging In-DRAM Computing to Accelerate DNA Short Read Alignment. IEEE J. Emerg. Sel. Topics Circuits Syst. Fan Zhang, Shaahin Angizi, Jiao Sun, Wei Zhang, Deliang Fan
2023	A*	`conf`	DSPIMM: A Fully Digital SParse In-Memory Matrix Vector Multiplier for Communication Applications. DAC Amitesh Sridharan, Fan Zhang, Yang Sui, Bo Yuan, Deliang Fan
2023	J	`jnl`	Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing. CoRR Li Yang, Sen Lin, Fan Zhang, Junshan Zhang, Deliang Fan
2023	A*	`conf`	Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. ICML Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
2022	—	`conf`	A 1.23-GHz 16-kb Programmable and Generic Processing-in-SRAM Accelerator in 65nm. ESSCIRC Amitesh Sridharan, Shaahin Angizi, Sai Kiran Cherupally, Fan Zhang, Jae-sun Seo, Deliang Fan
2022	—	`conf`	Efficient Multi-task Adaption for Crossbar-based In-Memory Computing. IEEECONF Fan Zhang, Li Yang, Deliang Fan
2022	J	`jnl`	Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. CoRR Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
2022	—	`conf`	MnM: A Fast and Efficient Min/Max Searching in MRAM. ACM Great Lakes Symposium on VLSI Amitesh Sridharan, Fan Zhang, Deliang Fan
2022	—	`conf`	XBM: A Crossbar Column-wise Binary Mask Learning Method for Efficient Multiple Task Adaption. ASP-DAC Fan Zhang, Li Yang, Jian Meng, Yu Kevin Cao, Jae-sun Seo, Deliang Fan
2022	A*	`conf`	XMA: a crossbar-aware multi-task adaption framework via shift-based mask learning method. DAC Fan Zhang, Li Yang, Jian Meng, Jae-sun Seo, Yu Kevin Cao, Deliang Fan
2022	A	`conf`	XST: A Crossbar Column-wise Sparse Training for Efficient Continual Learning. DATE Fan Zhang, Li Yang, Jian Meng, Jae-sun Seo, Yu Cao, Deliang Fan
2021	A*	`conf`	Max-PIM: Fast and Efficient Max/Min Searching in DRAM. DAC Fan Zhang, Shaahin Angizi, Deliang Fan
2021	A*	`conf`	PIM-Quantifier: A Processing-in-Memory Platform for mRNA Quantification. DAC Fan Zhang, Shaahin Angizi, Naima Ahmed Fahmi, Wei Zhang, Deliang Fan
2020	A	`conf`	CCCS: Customized SPICE-level Crossbar-array Circuit Simulator for In-Memory Computing. ICCAD Fan Zhang, Miao Hu
2020	—	`conf`	Defects Mitigation in Resistive Crossbars for Analog Vector Matrix Multiplication. ASP-DAC Fan Zhang, Miao Hu
2020	J	`jnl`	Mitigate Parasitic Resistance in Resistive Crossbar-based Convolutional Neural Networks. ACM J. Emerg. Technol. Comput. Syst. Fan Zhang, Miao Hu
2019	J	`jnl`	Defects Mitigation in Resistive Crossbars for Analog Vector Matrix Multiplication. CoRR Fan Zhang, Miao Hu
2019	J	`jnl`	Mitigate Parasitic Resistance in Resistive Crossbar-based Convolutional Neural Networks. CoRR Fan Zhang, Miao Hu
2018	J	`jnl`	Memristor-based Deep Convolution Neural Network: A Case Study. CoRR Fan Zhang, Miao Hu