Search Results - Xu, Tianshi

HEQuant: Marrying Homomorphic Encryption and Quantization for Communication-Efficient Private Inference by Xu, Tianshi, Li, Meng, Wang, Runsheng

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CLEANER: Self-Purified Trajectories Boost Agentic Reinforcement Learning by Xu, Tianshi, Chen, Yuteng, Li, Meng

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Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agents by Xu, Tianshi, Wen, Huifeng, Li, Meng

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Neural Approximate Inverse Preconditioners by Xu, Tianshi, Li, Rui Peng, Xi, Yuanzhe

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EQO: Exploring Ultra-Efficient Private Inference with Winograd-Based Protocol and Quantization Co-Optimization by Zeng, Wenxuan, Xu, Tianshi, Li, Meng, Wang, Runsheng

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PrivCirNet: Efficient Private Inference via Block Circulant Transformation by Xu, Tianshi, Wu, Lemeng, Wang, Runsheng, Li, Meng

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HiGP: A high-performance Python package for Gaussian Process by Huang, Hua, Xu, Tianshi, Xi, Yuanzhe, Chow, Edmond

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An Adaptive Factorized Nyström Preconditioner for Regularized Kernel Matrices by Zhao, Shifan, Xu, Tianshi, Huang, Hua, Chow, Edmond, Xi, Yuanzhe

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Anderson Acceleration with Truncated Gram-Schmidt by Tang, Ziyuan, Xu, Tianshi, He, Huan, Saad, Yousef, Xi, Yuanzhe

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PrivQuant: Communication-Efficient Private Inference with Quantized Network/Protocol Co-Optimization by Xu, Tianshi, Zhong, Shuzhang, Zeng, Wenxuan, Wang, Runsheng, Li, Meng

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Preconditioned Additive Gaussian Processes with Fourier Acceleration by Wagner, Theresa, Xu, Tianshi, Nestler, Franziska, Xi, Yuanzhe, Stoll, Martin

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Mixed Precision Orthogonalization-Free Projection Methods for Eigenvalue and Singular Value Problems by Xu, Tianshi, Zhang, Zechen, Chen, Jie, Saad, Yousef, Xi, Yuanzhe

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Preconditioned Truncated Single-Sample Estimators for Scalable Stochastic Optimization by Xu, Tianshi, Cai, Difeng, Huang, Hua, Chow, Edmond, Xi, Yuanzhe

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CryptoMoE: Privacy-Preserving and Scalable Mixture of Experts Inference via Balanced Expert Routing by Zhou, Yifan, Xu, Tianshi, Hong, Jue, Wu, Ye, Li, Meng

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Multiscale Neural Networks for Approximating Green's Functions by Hao, Wenrui, Li, Rui Peng, Xi, Yuanzhe, Xu, Tianshi, Yang, Yahong

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FastQuery: Communication-efficient Embedding Table Query for Private LLM Inference by Lin, Chenqi, Xu, Tianshi, Yang, Zebin, Wang, Runsheng, Huang, Ru, Li, Meng

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UFO: Unlocking Ultra-Efficient Quantized Private Inference with Protocol and Algorithm Co-Optimization by Zeng, Wenxuan, Yang, Chao, Xu, Tianshi, Zhang, Bo, Ren, Changrui, Dong, Jin, Li, Meng

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Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC by Xu, Tianshi, Lu, Wen-jie, Yu, Jiangrui, Yi, Chen, Lin, Chenqi, Wang, Runsheng, Li, Meng

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Designing Preconditioners for SGD: Local Conditioning, Noise Floors, and Basin Stability by Scott, Mitchell, Xu, Tianshi, Tang, Ziyuan, Pichette-Emmons, Alexandra, Ye, Qiang, Saad, Yousef, Xi, Yuanzhe

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S$^4$C: Speculative Sampling with Syntactic and Semantic Coherence for Efficient Inference of Large Language Models by He, Tao, Huang, Guang, Yang, Yu, Xu, Tianshi, Zhao, Sicheng, Ding, Guiguang, Wang, Pengyang, Tian, Feng

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