Yichi Zhang - RankMe

17 papers A* 5A 2Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Trainable Fixed-Point Quantization for Deep Learning Acceleration on FPGAs. CoRR Dingyi Dai, Yichi Zhang, Jiahao Zhang, Zhanqiu Hu, Yaohui Cai, Qi Sun, Zhiru Zhang
2023	J	`jnl`	A 28-nm 8-bit Floating-Point Tensor Core-Based Programmable CNN Training Processor With Dynamic Structured Sparsity. IEEE J. Solid State Circuits Shreyas Kolala Venkataramanaiah, Jian Meng, Han-Sok Suh, Injune Yeo, Jyotishman Saikia, Sai Kiran Cherupally, Yichi Zhang, Zhiru Zhang, Jae-sun Seo
2023	A*	`conf`	Binarized Neural Machine Translation. NeurIPS Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
2023	J	`jnl`	Binarized Neural Machine Translation. CoRR Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
2022	—	`conf`	A 28nm 8-bit Floating-Point Tensor Core based CNN Training Processor with Dynamic Activation/Weight Sparsification. ESSCIRC Shreyas Kolala Venkataramanaiah, Jian Meng, Han-Sok Suh, Injune Yeo, Jyotishman Saikia, Sai Kiran Cherupally, Yichi Zhang, Zhiru Zhang, Jae-sun Seo
2022	A*	`conf`	PokeBNN: A Binary Pursuit of Lightweight Accuracy. CVPR Yichi Zhang, Zhiru Zhang, Lukasz Lew
2022	A*	`conf`	Understanding Hyperdimensional Computing for Parallel Single-Pass Learning. NeurIPS Tao Yu, Yichi Zhang, Zhiru Zhang, Christopher De Sa
2022	J	`jnl`	Understanding Hyperdimensional Computing for Parallel Single-Pass Learning. CoRR Tao Yu, Yichi Zhang, Zhiru Zhang, Christopher De Sa
2021	A*	`conf`	BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining. NeurIPS Weizhe Hua, Yichi Zhang, Chuan Guo, Zhiru Zhang, G. Edward Suh
2021	J	`jnl`	BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining. CoRR Weizhe Hua, Yichi Zhang, Chuan Guo, Zhiru Zhang, G. Edward Suh
2021	A	`conf`	FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations. FPGA Yichi Zhang, Junhao Pan, Xinheng Liu, Hongzheng Chen, Deming Chen, Zhiru Zhang
2021	A	`conf`	Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. DATE Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee
2021	J	`jnl`	PokeBNN: A Binary Pursuit of Lightweight Accuracy. CoRR Yichi Zhang, Zhiru Zhang, Lukasz Lew
2020	J	`jnl`	FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations. CoRR Yichi Zhang, Junhao Pan, Xinheng Liu, Hongzheng Chen, Deming Chen, Zhiru Zhang
2020	J	`jnl`	Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. CoRR Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa Jr., Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee
2020	A*	`conf`	Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations. ICLR Yichi Zhang, Ritchie Zhao, Weizhe Hua, Nayun Xu, G. Edward Suh, Zhiru Zhang
2020	J	`jnl`	Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations. CoRR Yichi Zhang, Ritchie Zhao, Weizhe Hua, Nayun Xu, G. Edward Suh, Zhiru Zhang