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Articles by Zhiheng Chen | Synthical
Zhiheng Chen
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7
TeLLMe v2: An Efficient End-to-End Ternary LLM Prefill and Decode Accelerator with Table-Lookup Matmul on Edge FPGAs
21 October 2025 by
Ye Qiao
and
others
Hardware Architecture
,
Machine Learning
Modeling Elastic-Body Dynamics of Fish Swimming Using a Variational Framework
19 September 2025 by
Zhiheng Chen
and
Wei Wang
Robotics
Dynamic Modeling and Efficient Data-Driven Optimal Control for Micro Autonomous Surface Vehicles
8 September 2025 by
Zhiheng Chen
and
Wei Wang
Robotics
Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures
17 May 2025 by
Zhiheng Chen
and
others
Machine Learning
TeLLMe: An Energy-Efficient Ternary LLM Accelerator for Prefilling and Decoding on Edge FPGAs
24 April 2025 by
Ye Qiao
and
others
Hardware Architecture
,
Machine Learning
COBRA: Algorithm-Architecture Co-optimized Binary Transformer Accelerator for Edge Inference
24 April 2025 by
Ye Qiao
and
others
Hardware Architecture
,
Machine Learning
On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes
2 June 2024 by
Zhiheng Chen
and
others
Machine Learning
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