Tengxuan Liu

According to our database, Tengxuan Liu authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

Wenheng Ma, Xinhao Yang, Shulin Zeng, Tengxuan Liu, Libo Shen, Hongyi Wang, Shiyao Li, Ke Hong, Zhenhua Zhu, Xuefei Ning, Tsung-Yi Ho, Guohao Dai, Yu Wang

ACM Trans. Reconfigurable Technol. Syst., March, 2026

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

Lidong Guo, Zhenhua Zhu, Xuefei Ning, Tengxuan Liu, Shiyao Li, Guohao Dai, Huazhong Yang, Wangyang Fu, Yu Wang

ACM Trans. Design Autom. Electr. Syst., January, 2026

2025

Reducing Latency of LLM Search Agent via Speculation-based Algorithm-System Co-Design.

Zixiao Huang, Wen Zeng, Tianyu Fu, Tengxuan Liu, Yizhou Sun, Ke Hong, Xinhao Yang, Chengchun Liu, Yan Li, Quanlu Zhang, Guohao Dai, Zhenhua Zhu, Yu Wang

CoRR, November, 2025

PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs.

Tengxuan Liu, Shiyao Li, Jiayi Yang, Tianchen Zhao, Feng Zhou, Xiaohui Song, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang

CoRR, May, 2025

FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models.

Tianyu Fu, Tengxuan Liu, Qinghao Han, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang

CoRR, January, 2025

FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models.

Tianyu Fu, Tengxuan Liu, Qinghao Han, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

FMC-LLM: Enabling FPGAs for Efficient Batched Decoding of 70B+ LLMs with a Memory-Centric Streaming Architecture.

Wenheng Ma, Xinhao Yang, Shulin Zeng, Tengxuan Liu, Libo Shen, Hongyi Wang, Shiyao Li, Jiewen Wang, Yuhan Zhang, Hao Guo, Jintao Li, Ziming Zhang, Zhenhua Zhu, Xuefei Ning, Tsung-Yi Ho, Guohao Dai, Yu Wang

Proceedings of the 2025 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2025

2024

Evaluating Quantized Large Language Models.

Shiyao Li, Xuefei Ning, Luning Wang, Tengxuan Liu, Xiangsheng Shi, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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

Lidong Guo, Zhenhua Zhu, Tengxuan Liu, Xuefei Ning, Shiyao Li, Guohao Dai, Huazhong Yang, Wangyang Fu, Yu Wang

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024