Dongning Ma - RankMe

38 papers A* 3A 4B 1C 1Misc 2Journal 15Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Stealing Black-box Hyperdimensional Computing Models Without Data. WSDM Dongning Ma, Ruixuan Wang, Xun Jiao
2025	A	`conf`	Understanding Recommendation System Robustness Against Silent Data Corruption: An Empirical Study. ISSRE Dongning Ma, Xun Jiao, Fan Fred Lin, Daniel Moore, Sriram Sankar
2024	—	`conf`	Dr. DNA: Combating Silent Data Corruptions in Deep Learning using Distribution of Neuron Activations. ASPLOS (3) Dongning Ma, Fan Fred Lin, Alban Desmaison, Joel Coburn, Daniel Moore, Sriram Sankar, Xun Jiao
2024	—	`conf`	Hyperdimensional Computing vs. Neural Networks: Comparing Architecture and Learning Process. ISQED Dongning Ma, Cong Hao, Xun Jiao
2024	A*	`conf`	Memory-Efficient Deep Recommender Systems using Approximate Rotary Compositional Embedding. SIGIR Dongning Ma, Xun Jiao
2023	J	`jnl`	EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing. IEEE Embed. Syst. Lett. Ruixuan Wang, Dongning Ma, Xun Jiao
2023	J	`jnl`	Evaluating and Enhancing Robustness of Deep Recommendation Systems Against Hardware Errors. CoRR Dongning Ma, Xun Jiao, Fan Fred Lin, Mengshi Zhang, Alban Desmaison, Thomas Sellinger, Daniel Moore, Sriram Sankar
2023	B	`conf`	On Hyperdimensional Computing-based Federated Learning: A Case Study. IJCNN Sizhe Zhang, Dongning Ma, Song Bian, Lei Yang, Xun Jiao
2023	—	`conf`	PerfHD: Efficient ViT Architecture Performance Ranking using Hyperdimensional Computing. CVPR Workshops Dongning Ma, Pengfei Zhao, Xun Jiao
2023	—	`conf`	Robust Hyperdimensional Computing against Cyber Attacks and Hardware Errors: A Survey. ASP-DAC Dongning Ma, Sizhe Zhang, Xun Jiao
2023	J	`jnl`	Testing and Enhancing Adversarial Robustness of Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Dongning Ma, Tajana Simunic Rosing, Xun Jiao
2022	—	`conf`	AxBy-ViT: Reconfigurable Approximate Computation Bypass for Vision Transformers. ISQED Dongning Ma, Xue Qin, Xun Jiao
2022	Misc	`conf`	Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI. CODES+ISSS Hussam Amrouch, Mohsen Imani, Xun Jiao, Yiannis Aloimonos, Cornelia Fermüller, Dehao Yuan, Dongning Ma, Hamza Errahmouni Barkam, Paul R. Genssler, Peter Sutor Jr.
2022	J	`jnl`	DEVoT: Dynamic Delay Modeling of Functional Units Under Voltage and Temperature Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Dongning Ma, Xinqiao Zhang, Ke Huang, Yu Jiang, Wanli Chang, Xun Jiao
2022	J	`jnl`	EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing. CoRR Ruixuan Wang, Dongning Ma, Xun Jiao
2022	A	`conf`	Energy-Efficient Brain-Inspired Hyperdimensional Computing Using Voltage Scaling. DATE Sizhe Zhang, Ruixuan Wang, Dongning Ma, Jeff Jun Zhang, Xunzhao Yin, Xun Jiao
2022	J	`jnl`	HDCoin: A Proof-of-Useful-Work Based Blockchain for Hyperdimensional Computing. CoRR Dongning Ma, Sizhe Zhang, Xun Jiao
2022	J	`jnl`	Hyperdimensional Computing vs. Neural Networks: Comparing Architecture and Learning Process. CoRR Dongning Ma, Xun Jiao
2022	—	`conf`	MoleHD: Efficient Drug Discovery using Brain Inspired Hyperdimensional Computing. BIBM Dongning Ma, Rahul Thapa, Xun Jiao
2022	J	`jnl`	NasHD: Efficient ViT Architecture Performance Ranking using Hyperdimensional Computing. CoRR Dongning Ma, Pengfei Zhao, Xun Jiao
2021	A*	`conf`	HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing. DAC Dongning Ma, Jianmin Guo, Yu Jiang, Xun Jiao
2021	J	`jnl`	HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing. CoRR Dongning Ma, Jianmin Guo, Yu Jiang, Xun Jiao
2021	—	`conf`	HDXplore: Automated Blackbox Testing of Brain-Inspired Hyperdimensional Computing. ISVLSI Rahul Thapa, Dongning Ma, Xun Jiao
2021	J	`jnl`	HDXplore: Automated Blackbox Testing of Brain-Inspired Hyperdimensional Computing. CoRR Rahul Thapa, Dongning Ma, Xun Jiao
2021	J	`jnl`	Machine Learning-based Classification of Active Walking Tasks in Older Adults using fNIRS. CoRR Dongning Ma, Meltem Izzetoglu, Roee Holtzer, Xun Jiao
2021	J	`jnl`	MoleHD: Automated Drug Discovery using Brain-Inspired Hyperdimensional Computing. CoRR Dongning Ma, Xun Jiao
2021	—	`conf`	SpamHD: Memory-Efficient Text Spam Detection using Brain-Inspired Hyperdimensional Computing. ISVLSI Rahul Thapa, Bikal Lamichhane, Dongning Ma, Xun Jiao
2021	A	`conf`	Workload-Aware Approximate Computing Configuration. DATE Dongning Ma, Rahul Thapa, Xingjian Wang, Xun Jiao, Cong Hao
2020	—	`conf`	A Machine Learning-Based Error Model of Voltage-Scaled Circuits. DSN (Supplements) Dongning Ma, Xun Jiao
2020	C	`conf`	AxBy: Approximate Computation Bypass for Data-Intensive Applications. DSD Dongning Ma, Xun Jiao
2020	—	`conf`	AxR-NN: Approximate Computation Reuse for Energy-Efficient Convolutional Neural Networks. ACM Great Lakes Symposium on VLSI Dongning Ma, Xunzhao Yin, Michael T. Niemier, Xiaobo Sharon Hu, Xun Jiao
2020	J	`jnl`	LEVAX: An Input-Aware Learning-Based Error Model of Voltage-Scaled Functional Units. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xun Jiao, Dongning Ma, Wanli Chang, Yu Jiang
2020	J	`jnl`	MiabNET: Message-in-a-bottle Protocol for MANET. CoRR Dongning Ma
2020	A*	`conf`	TEVoT: Timing Error Modeling of Functional Units under Dynamic Voltage and Temperature Variations. DAC Xun Jiao, Dongning Ma, Wanli Chang, Yu Jiang
2020	J	`jnl`	WoMA: An Input-Based Learning Model to Predict Dynamic Workload of Embedded Applications. IEEE Embed. Syst. Lett. Dongning Ma, Xun Jiao
2019	Misc	`conf`	DeVos: A learning-based delay model of voltage-scaled circuits: work-in-progress. CODES+ISSS Dongning Ma, Siyu Shen, Xun Jiao
2019	—	`conf`	Detecting and Bypassing Trivial Computations in Convolutional Neural Networks. NANOARCH Dongning Ma, Xun Jiao
2019	—	`conf`	Energy Efficient GPU Applications Through Computation Skip. ICESS Dongning Ma, Xun Jiao