Linjian Ma - RankMe

27 papers A* 4A 1B 1Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bending the Scaling Law Curve in Large-Scale Recommendation Systems. CoRR Qin Ding, Kevin Course, Linjian Ma, Jianhui Sun, Ruochen Liu, Zhao Zhu, Chunxing Yin, Wei Li, Dai Li, Yu Shi, Xuan Cao, Ze Yang, Han Li, Xing Liu, Bi Xue, Hongwei Li, Rui Jian, Daisy Shi He, Jing Qian, Matt Ma, Qunshu Zhang, Rui Li
2025	J	`jnl`	Characterizing and Efficiently Accelerating Multimodal Generation Model Inference. IEEE Micro Yejin Lee, Alicia Golden, Anna Y. Sun, Basil Hosmer, Bilge Acun, Can Balioglu, Changhan Wang, Charles David Hernandez, Christian Puhrsch, Daniel Haziza, Driss Guessous, Francisco Massa, Jacob Kahn, Jeffrey Wan, Jeremy Reizenstein, Jiaqi Zhai, Joe Isaacson, Joel Schlosser, Juan Pino, Kaushik Ram Sadagopan, Leonid Shamis, Linjian Ma, Min-Jae Hwang, Mingda Chen, Mostafa Elhoushi, Pedro Rodríguez, Ram Pasunuru, Samuel Hsia, Scott Yih, Sravya Popuri, Xing Liu, Carole-Jean Wu
2024	J	`jnl`	Approximate Contraction of Arbitrary Tensor Networks with a Flexible and Efficient Density Matrix Algorithm. CoRR Linjian Ma, Matthew Fishman, Edwin Miles Stoudenmire, Edgar Solomonik
2024	J	`jnl`	Approximate Contraction of Arbitrary Tensor Networks with a Flexible and Efficient Density Matrix Algorithm. Quantum Linjian Ma, Matthew Fishman, Edwin Miles Stoudenmire, Edgar Solomonik
2024	J	`jnl`	Characterizing and Efficiently Accelerating Multimodal Generation Model Inference. CoRR Yejin Lee, Anna Y. Sun, Basil Hosmer, Bilge Acun, Can Balioglu, Changhan Wang, Charles David Hernandez, Christian Puhrsch, Daniel Haziza, Driss Guessous, Francisco Massa, Jacob Kahn, Jeffrey Wan, Jeremy Reizenstein, Jiaqi Zhai, Joe Isaacson, Joel Schlosser, Juan Pino, Kaushik Ram Sadagopan, Leonid Shamis, Linjian Ma, Min-Jae Hwang, Mingda Chen, Mostafa Elhoushi, Pedro Rodriguez, Ram Pasunuru, Scott Yih, Sravya Popuri, Xing Liu, Carole-Jean Wu
2024	J	`jnl`	Leveraging the Human Ventral Visual Stream to Improve Neural Network Robustness. CoRR Zhenan Shao, Linjian Ma, Bo Li, Diane M. Beck
2023	—	`conf`	MVARN: Multi-view Attention Relation Network for Figure Question Answering. KSEM (3) Yingdong Wang, Qingfeng Wu, Weiqiang Lin, Linjian Ma, Ying Li
2023	—	`conf`	TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot. BIBM Shan Cao, Qingfeng Wu, Linjian Ma
2022	J	`jnl`	Accelerating alternating least squares for tensor decomposition by pairwise perturbation. Numer. Linear Algebra Appl. Linjian Ma, Edgar Solomonik
2022	J	`jnl`	Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs. CoRR Linjian Ma, Edgar Solomonik
2022	A*	`conf`	Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs. NeurIPS Linjian Ma, Edgar Solomonik
2022	J	`jnl`	Low rank approximation in simulations of quantum algorithms. J. Comput. Sci. Linjian Ma, Chao Yang
2021	J	`jnl`	Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CANDECOMC/PARAFAC Decomposition. SIAM J. Sci. Comput. Navjot Singh, Linjian Ma, Hongru Yang, Edgar Solomonik
2021	A	`conf`	Efficient parallel CP decomposition with pairwise perturbation and multi-sweep dimension tree. IPDPS Linjian Ma, Edgar Solomonik
2021	J	`jnl`	Fast and Accurate Randomized Algorithms for Low-rank Tensor Decompositions. CoRR Linjian Ma, Edgar Solomonik
2021	A*	`conf`	Fast and accurate randomized algorithms for low-rank tensor decompositions. NeurIPS Linjian Ma, Edgar Solomonik
2021	J	`jnl`	Low Rank Approximation in Simulations of Quantum Algorithms. CoRR Linjian Ma, Chao Yang
2021	J	`jnl`	MLPruning: A Multilevel Structured Pruning Framework for Transformer-based Models. CoRR Zhewei Yao, Linjian Ma, Sheng Shen, Kurt Keutzer, Michael W. Mahoney
2020	B	`conf`	AutoHOOT: Automatic High-Order Optimization for Tensors. PACT Linjian Ma, Jiayu Ye, Edgar Solomonik
2020	J	`jnl`	AutoHOOT: Automatic High-Order Optimization for Tensors. CoRR Linjian Ma, Jiayu Ye, Edgar Solomonik
2020	J	`jnl`	Efficient parallel CP decomposition with pairwise perturbation and multi-sweep dimension tree. CoRR Linjian Ma, Edgar Solomonik
2020	A*	`conf`	Inefficiency of K-FAC for Large Batch Size Training. AAAI Linjian Ma, Gabe Montague, Jiayu Ye, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney
2020	A*	`conf`	Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. AAAI Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer
2019	J	`jnl`	Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CP Decomposition. CoRR Navjot Singh, Linjian Ma, Hongru Yang, Edgar Solomonik
2019	J	`jnl`	Inefficiency of K-FAC for Large Batch Size Training. CoRR Linjian Ma, Gabe Montague, Jiayu Ye, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney
2019	J	`jnl`	Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. CoRR Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer
2018	J	`jnl`	Accelerating Alternating Least Squares for Tensor Decomposition by Pairwise Perturbation. CoRR Linjian Ma, Edgar Solomonik