Chen, Beidi

FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU

Sheng, Y., Zheng, L., Yuan, B., Li, Z., Ryabinin, M., Fu, D. Y., Xie, Z., Chen, B., Barrett, C., Gonzalez, J. E., et al. (2023) · arXiv

Parallel Computing and Optimization TechniquesNatural Language Processing Techniques

Cited by 86

Efficient Streaming Language Models with Attention Sinks

Xiao, G., Tian, Y., Chen, B., Han, S., & Lewis, M. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 55

Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models

Dao, T., Chen, B., Liang, K., Yang, J., Song, Z., Rudra, A., & Ré, C. (2021) · arXiv

Advanced Neural Network ApplicationsStochastic Gradient Optimization Techniques

Cited by 10

KIVI : Plug-and-play 2bit KV Cache Quantization with Streaming Asymmetric Quantization

Liu, Z., Yuan, J., Jin, H., Zhong, S., Xu, Z., Braverman, V., Chen, B., & Hu, X. (2023) · Unpublished

Advanced Neural Network ApplicationsTopic Modeling

Cited by 6

Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions

Massaroli, S., Poli, M., Fu, D., Kumbong, H., Parnichkun, R., Romero, D., Timalsina, A., McIntyre, Q., Chen, B., Rudra, A., et al. (2023) · Advances in Neural Information Processing Systems 36

Mathematical Analysis and Transform MethodsNeural Networks and Applications

Cited by 4

Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts

Zheng, H., Zhou, Y., Bartoldson, B. R., Kailkhura, B., Lai, F., Zhao, J., & Chen, B. (2025) · arXiv

Reinforcement Learning in RoboticsTopic Modeling

Cited by 4

JoMA: Demystifying Multilayer Transformers via JOint Dynamics of MLP and Attention

Tian, Y., Wang, Y., Zhang, Z., Chen, B., & Du, S. (2023) · arXiv

Topic ModelingNeural Networks and Applications

Cited by 2

ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference

Sun, H., Chang, L.-W., Bao, W., Zheng, S., Zheng, N., Liu, X., Dong, H., Chi, Y., & Chen, B. (2024) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 1

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Liu, Z., Yuan, J., Jin, H., Zhong, S., Xu, Z., Braverman, V., Chen, B., & Hu, X. (2024) · arXiv

Advanced Neural Network ApplicationsParallel Computing and Optimization Techniques

Cited by 0

ThunderAgent: A Simple, Fast and Program-Aware Agentic Inference System

Kang, H., Li, Z., Xu, W., Yang, X., Chen, Y., Wang, J., Chen, B., Krishna, T., Xu, C., & Arora, S. (2026) · arXiv

Parallel Computing and Optimization TechniquesCloud Computing and Resource Management

Cited by 0

WWW.Serve: Interconnecting Global LLM Services through Decentralization

Wang, H., Xia, Z., Chen, Z., & Chen, B. (2026) · arXiv

Cloud Computing and Resource ManagementDistributed and Parallel Computing Systems

Cited by 0

The Last Human-Written Paper: Agent-Native Research Artifacts

Liu, J., Pei, J., Huang, J., Si, C., Qu, A., Tang, X., Lu, R., Chen, L., Bai, X., Zheng, H., et al. (2026) · arXiv

Scientific Computing and Data ManagementAcademic Writing and Publishing

Cited by 0

Kinetics: Rethinking Test-Time Scaling Laws

Sadhukhan, R., Chen, Z., Zheng, H., Zhou, Y., Strubell, E., & Chen, B. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0