Qilin Zheng - RankMe

33 papers A* 7A 1C 2Journal 17Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	KLLM: Fast LLM Inference with K-Means Quantization. CoRR Xueying Wu, Baijun Zhou, Zhihui Gao, Yuzhe Fu, Qilin Zheng, Yintao He, Hai Li
2025	J	`jnl`	MulPi: A Multi-class and Patient-Independent Epileptic Seizure Classifier With Co-Designed Input-stationary Computing-in-SRAM. IEEE Trans. Biomed. Circuits Syst. Bokyung Kim, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Yiran Chen, Hai Li
2024	A*	`conf`	A Software-Hardware Co-design Solution for 3D Inner Structure Reconstruction. DAC Xingchen Li, Zhe Zhou, Qilin Zheng, Guangyu Sun, Qiankun Wang, Chenhao Xue
2024	J	`jnl`	A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. CoRR Cong Guo, Feng Cheng, Zhixu Du, James Kiessling, Jonathan Ku, Shiyu Li, Ziru Li, Mingyuan Ma, Tergel Molom-Ochir, Benjamin Morris, Haoxuan Shan, Jingwei Sun, Yitu Wang, Chiyue Wei, Xueying Wu, Yuhao Wu, Hao (Frank) Yang, Jingyang Zhang, Junyao Zhang, Qilin Zheng, Guanglei Zhou, Hai Li, Yiran Chen
2024	J	`jnl`	Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-Based DNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xueying Wu, Edward Hanson, Nansu Wang, Qilin Zheng, Xiaoxuan Yang, Huanrui Yang, Shiyu Li, Feng Cheng, Partha Pratim Pande, Janardhan Rao Doppa, Krishnendu Chakrabarty, Hai Li
2024	C	`conf`	Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. ISCAS Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li
2024	A*	`conf`	Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference. DAC Qilin Zheng, Ziru Li, Jonathan Ku, Yitu Wang, Brady Taylor, Deliang Fan, Yiran Chen
2024	A*	`conf`	ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM. DAC Jonathan Hao-Cheng Ku, Junyao Zhang, Haoxuan Shan, Saichand Samudrala, Jiawen Wu, Qilin Zheng, Ziru Li, Jeyavijayan Rajendran, Yiran Chen
2024	J	`jnl`	ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM. CoRR Jonathan Ku, Junyao Zhang, Haoxuan Shan, Saichand Samudrala, Jiawen Wu, Qilin Zheng, Ziru Li, J. V. Rajendran, Yiran Chen
2024	—	`conf`	MulPi: A Multi-Class and Patient-Independent Computing-in-SRAM Seizure Classifier. BioCAS Bokyung Kim, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Nicky Ramos, Eric C. Yeats, Yiran Chen, Hai Helen Li
2024	A*	`conf`	NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. ISCA Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen
2024	—	`conf`	SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. MLSys Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai Li, Yiran Chen
2024	J	`jnl`	TFSRAM: A 249.8TOPS/W Timing-to-First-Spike Compute-in-Memory Neuromorphic Processing Engine With Twin-Column SRAM Synapses. IEEE Trans. Circuits Syst. Artif. Intell. Ziru Li, Qilin Zheng, Jonathan Ku, Brady Taylor, Hai Li
2024	J	`jnl`	The quantum Ising model for perfect matching and solving it with variational quantum eigensolver. Sci. China Inf. Sci. Qilin Zheng, Pingyu Zhu, Chao Wu, Miaomiao Yu, Weihong Luo, Ping Xu
2023	A*	`conf`	Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. DAC Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li
2023	J	`jnl`	Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-based DNN Accelerators. CoRR Xueying Wu, Edward Hanson, Nansu Wang, Qilin Zheng, Xiaoxuan Yang, Huanrui Yang, Shiyu Li, Feng Cheng, Partha Pratim Pande, Janardhan Rao Doppa, Krishnendu Chakrabarty, Hai Li
2023	J	`jnl`	DIANA: An End-to-End Hybrid DIgital and ANAlog Neural Network SoC for the Edge. IEEE J. Solid State Circuits Pouya Houshmand, Giuseppe Maria Sarda, Vikram Jain, Kodai Ueyoshi, Ioannis A. Papistas, Man Shi, Qilin Zheng, Debjyoti Bhattacharjee, Arindam Mallik, Peter Debacker, Diederik Verkest, Marian Verhelst
2023	—	`conf`	Device-Architecture Co-optimization for RRAM-based In-memory Computing. ASICON Yimao Cai, Yi Gao, Zongwei Wang, Lin Bao, Ling Liang, Qilin Zheng, Cuimei Wang, Ru Huang
2023	J	`jnl`	EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference. ACM Trans. Embed. Comput. Syst. Yitu Wang, Shiyu Li, Qilin Zheng, Andrew Chang, Hai Li, Yiran Chen
2023	—	`conf`	Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design. ASP-DAC Xiaoxuan Yang, Shiyu Li, Qilin Zheng, Yiran Chen
2023	J	`jnl`	In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search. CoRR Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai (Helen) Li, Yiran Chen
2023	J	`jnl`	SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. CoRR Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai (Helen) Li, Yiran Chen
2023	J	`jnl`	SpikeSen: Low-Latency In-Sensor-Intelligence Design With Neuromorphic Spiking Neurons. IEEE Trans. Circuits Syst. II Express Briefs Ziru Li, Qilin Zheng, Yiran Chen, Hai Helen Li
2022	A*	`conf`	ASTERS: adaptable threshold spike-timing neuromorphic design with twin-column ReRAM synapses. DAC Ziru Li, Qilin Zheng, Bonan Yan, Ru Huang, Bing Li, Yiran Chen
2022	—	`conf`	DIANA: An End-to-End Energy-Efficient Digital and ANAlog Hybrid Neural Network SoC. ISSCC Kodai Ueyoshi, Ioannis A. Papistas, Pouya Houshmand, Giuseppe Maria Sarda, Vikram Jain, Man Shi, Qilin Zheng, Juan Sebastian Piedrahita Giraldo, Peter Vrancx, Jonas Doevenspeck, Debjyoti Bhattacharjee, Stefan Cosemans, Arindam Mallik, Peter Debacker, Diederik Verkest, Marian Verhelst
2022	J	`jnl`	Large-scale full-programmable quantum walk and its applications. CoRR Yizhi Wang, Yingwen Liu, Junwei Zhan, Shichuan Xue, Yuzhen Zheng, Ru Zeng, Zhihao Wu, Zihao Wang, Qilin Zheng, Dongyang Wang, Weixu Shi, Xiang Fu, Ping Xu, Yang Wang, Yong Liu, Jiangfang Ding, Guangyao Huang, Chunlin Yu, Anqi Huang, Xiaogang Qiang, Mingtang Deng, Weixia Xu, Kai Lu, Xuejun Yang, Junjie Wu
2022	J	`jnl`	PIMulator-NN: An Event-Driven, Cross-Level Simulation Framework for Processing-In-Memory-Based Neural Network Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Qilin Zheng, Xingchen Li, Yijin Guan, Zongwei Wang, Yimao Cai, Yiran Chen, Guangyu Sun, Ru Huang
2022	J	`jnl`	Processing-in-Memory Technology for Machine Learning: From Basic to ASIC. IEEE Trans. Circuits Syst. II Express Briefs Brady Taylor, Qilin Zheng, Ziru Li, Shiyu Li, Yiran Chen
2022	J	`jnl`	Quantum algorithm and experimental demonstration for the subset sum problem. Sci. China Inf. Sci. Qilin Zheng, Pingyu Zhu, Shichuan Xue, Yang Wang, Chao Wu, Xinyao Yu, Miaomiao Yu, Yingwen Liu, Mingtang Deng, Junjie Wu, Ping Xu
2020	A*	`conf`	Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks. DAC Qilin Zheng, Zongwei Wang, Zishun Feng, Bonan Yan, Yimao Cai, Ru Huang, Yiran Chen, Chia-Lin Yang, Hai Helen Li
2020	A	`conf`	MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block. ICCAD Qilin Zheng, Xingchen Li, Zongwei Wang, Guangyu Sun, Yimao Cai, Ru Huang, Yiran Chen, Hai Li
2019	C	`conf`	Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse. ISCAS Qilin Zheng, Jian Kang, Zongwei Wang, Yimao Cai, Ru Huang, Bing Li, Yiran Chen, Hai Helen Li
2018	—	`conf`	Hiearchical Crossbar Design for ReRAM based Write Variation Inhibition on-chip learning. NVMTS Qilin Zheng, Zongwei Wang, Jian Kang, Zhizhen Yu, Yimao Cai, Jintong Xu