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Xuefei Ning

Research-Track Assistant Professor

Tsinghua University

China

Research Interests

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Professors in Artificial Intelligence

Articles (13)

Year:

2026

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2024

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2024

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2023

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2023

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2023

Collaborators (3)

Huazhong Yang

Professor

Tsinghua University

CHINA

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Yu Wang

Professor

Tsinghua University

CHINA

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Xihui Liu

Assistant Professor

The University of Hong Kong

HONG KONG

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Xuefei Ning

Research Interests

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Articles (13)

SJD++: Improved Speculative Jacobi Decoding for Training-Free Acceleration of Discrete Auto-Regressive Text-to-Image Generation

CD-LLM: A Heterogeneous Multi-FPGA System for Batched Decoding of 70B+ LLMs Using a Compute-Dedicated Architecture

USF++: A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models

Towards Floating Point-Based AI Acceleration: Hybrid PIM with Non-Uniform Data Format and Reduced Multiplications

ShiftQuant: Toward Accurate and Efficient Sub-8-bit Integer Training

FlashDecoding++Next: High Throughput LLM Inference With Latency and Memory Optimization

AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms

MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization

Towards Floating Point-Based Attention-Free LLM: Hybrid PIM with Non-Uniform Data Format and Reduced Multiplications

Toward High-Accuracy and Real-Time Two-Stage Small Object Detection on FPGA

Gibbon: An Efficient Co-Exploration Framework of NN Model and Processing-In-Memory Architecture

DF-GAS: a Distributed FPGA-as-a-Service Architecture towards Billion-Scale Graph-based Approximate Nearest Neighbor Search

A Generic Graph-Based Neural Architecture Encoding Scheme With Multifaceted Information

Collaborators (3)

Huazhong Yang

Yu Wang

Xihui Liu

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