Neha Prakriya

According to our database, Neha Prakriya authored at least 11 papers between 2023 and 2025.

Collaborative distances:

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

2025

LIFT: LLM-Based Pragma Insertion for HLS via GNN Supervised Fine-Tuning.

Neha Prakriya, Zijian Ding, Yizhou Sun, Jason Cong

CoRR, April, 2025

HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing.

Zifan He, Yingqi Cao, Zongyue Qin, Neha Prakriya, Yizhou Sun, Jason Cong

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference.

Zongyue Qin, Ziniu Hu, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Dynamic-Width Speculative Beam Decoding for LLM Inference.

Zongyue Qin, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference.

Zongyue Qin, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun

CoRR, 2024

Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review.

Neha Prakriya, Jui-Nan Yen, Cho-Jui Hsieh, Jason Cong

CoRR, 2024

Multi-Token Joint Speculative Decoding for Accelerating Large Language Model Inference.

Zongyue Qin, Ziniu Hu, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun

CoRR, 2024

HMT: Hierarchical Memory Transformer for Long Context Language Processing.

Zifan He, Zongyue Qin, Neha Prakriya, Yizhou Sun, Jason Cong

CoRR, 2024

SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering.

Tianqi Zhang, Neha Prakriya, Sumukh Pinge, Jason Cong, Tajana Rosing

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

TAPA-CS: Enabling Scalable Accelerator Design on Distributed HBM-FPGAs.

Neha Prakriya, Yuze Chi, Suhail Basalama, Linghao Song, Jason Cong

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

NeSSA: Near-Storage Data Selection for Accelerated Machine Learning Training.

Neha Prakriya, Yu Yang, Baharan Mirzasoleiman, Cho-Jui Hsieh, Jason Cong

Proceedings of the 15th ACM/USENIX Workshop on Hot Topics in Storage and File Systems, 2023