Training Deep Nets with Progressive Batch Normalization on Multi-GPUs. - Lianke Qin; Yifan Gong 003; Tianqi Tang 002; Yutian Wang; Jiangming Jin (Int. J. Parallel Program., 2019)

ZEN: Efficient Zero-Knowledge Proofs for Neural Networks. - Boyuan Feng; Lianke Qin; Zhenfei Zhang; Yufei Ding 001; Shumo Chu (IACR Cryptol. ePrint Arch., 2021)

Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations. - Lianke Qin; Aravind Reddy; Zhao Song 002; Zhaozhuo Xu; Danyang Zhuo (IEEE Big Data, 2022)

Adore: Differentially Oblivious Relational Database Operators. - Lianke Qin; Rajesh Jayaram; Elaine Shi; Zhao Song 002; Danyang Zhuo; Shumo Chu (CoRR, 2022)

Differentially Oblivious Relational Database Operators. - Lianke Qin; Rajesh Jayaram; Elaine Shi; Zhao Song 002; Danyang Zhuo; Shumo Chu (Proc. VLDB Endow., 2022)

An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization. - Lianke Qin; Zhao Song 002; Lichen Zhang 003; Danyang Zhuo (AISTATS, 2023)

Fast Heavy Inner Product Identification Between Weights and Inputs in Neural Network Training. - Lianke Qin; Saayan Mitra; Zhao Song 002; Yuanyuan Yang 005; Tianyi Zhou 002 (IEEE Big Data, 2023)

Online Adaptive Mahalanobis Distance Estimation. - Lianke Qin; Aravind Reddy; Zhao Song 002 (IEEE Big Data, 2023)

Fast Submodular Function Maximization. - Lianke Qin; Zhao Song 002; Yitan Wang (CoRR, 2023)

Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph Neural Network? - Lianke Qin; Zhao Song 002; Baocheng Sun 002 (CoRR, 2023)

GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks. - Xinlu Zhang; Yujie Lu; Weizhi Wang; An Yan 003; Jun Yan; Lianke Qin; Heng Wang; Xifeng Yan; William Yang Wang; Linda Ruth Petzold (CoRR, 2023)

A General Algorithm for Solving Rank-one Matrix Sensing. - Lianke Qin; Zhao Song 002; Ruizhe Zhang 001 (AISTATS, 2024)

Efficient SGD Neural Network Training via Sublinear Activated Neuron Identification. - Lianke Qin; Zhao Song 002; Yuanyuan Yang 005 (IEEE Big Data, 2024)

A Sublinear Adversarial Training Algorithm. - Yeqi Gao; Lianke Qin; Zhao Song 002; Yitan Wang (ICLR, 2024)