Zhanpeng Zeng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Multi Resolution Analysis

Diffusion Models

Top Venues

Publications

Qihao Liu, Zhanpeng Zeng, Ju He, Qihang Yu, Xiaohui Shen, Liang-Chieh Chen
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models. CoRR (2024)
Harshavardhan Adepu, Zhanpeng Zeng, Li Zhang, Vikas Singh
FrameQuant: Flexible Low-Bit Quantization for Transformers. CoRR (2024)
Zhanpeng Zeng, Michael Davies, Pranav Pulijala, Karthikeyan Sankaralingam, Vikas Singh
LookupFFN: Making Transformers Compute-lite for CPU inference. CoRR (2024)
Zhanpeng Zeng, Karthikeyan Sankaralingam, Vikas Singh
IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers. CoRR (2024)
Zhanpeng Zeng, Cole Hawkins, Mingyi Hong, Aston Zhang, Nikolaos Pappas, Vikas Singh, Shuai Zheng
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens. CoRR (2023)
Zhanpeng Zeng, Cole Hawkins, Mingyi Hong, Aston Zhang, Nikolaos Pappas, Vikas Singh, Shuai Zheng
VCC: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens. NeurIPS (2023)
Zhanpeng Zeng, Michael Davies, Pranav Pulijala, Karthikeyan Sankaralingam, Vikas Singh
LookupFFN: Making Transformers Compute-lite for CPU inference. ICML (2023)
Sourav Pal, Zhanpeng Zeng, Sathya N. Ravi, Vikas Singh
Controlled Differential Equations on Long Sequences via Non-standard Wavelets. ICML (2023)
Zhanpeng Zeng, Sourav Pal, Jeffery Kline, Glenn Moo Fung, Vikas Singh
Multi Resolution Analysis (MRA) for Approximate Self-Attention. CoRR (2022)
Zhanpeng Zeng, Sourav Pal, Jeffery Kline, Glenn Moo Fung, Vikas Singh
Multi Resolution Analysis (MRA) for Approximate Self-Attention. ICML (2022)
Zhanpeng Zeng, Yunyang Xiong, Sathya N. Ravi, Shailesh Acharya, Glenn Moo Fung, Vikas Singh
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling. ICML (2021)
Zhanpeng Zeng, Yunyang Xiong, Sathya N. Ravi, Shailesh Acharya, Glenn Fung, Vikas Singh
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling. CoRR (2021)
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh
Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention. AAAI (2021)
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh
Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention. CoRR (2021)