Neha Prakriya - RankMe

12 papers A* 3Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Dynamic-Width Speculative Beam Decoding for LLM Inference. AAAI Zongyue Qin, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun
2025	—	`conf`	HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing. NAACL (Long Papers) Zifan He, Yingqi Cao, Zongyue Qin, Neha Prakriya, Yizhou Sun, Jason Cong
2025	J	`jnl`	LIFT: LLM-Based Pragma Insertion for HLS via GNN Supervised Fine-Tuning. CoRR Neha Prakriya, Zijian Ding, Yizhou Sun, Jason Cong
2025	A*	`conf`	Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference. ICLR Zongyue Qin, Ziniu Hu, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun
2024	J	`jnl`	Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review. CoRR Neha Prakriya, Jui-Nan Yen, Cho-Jui Hsieh, Jason Cong
2024	J	`jnl`	Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference. CoRR Zongyue Qin, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun
2024	J	`jnl`	HMT: Hierarchical Memory Transformer for Long Context Language Processing. CoRR Zifan He, Zongyue Qin, Neha Prakriya, Yizhou Sun, Jason Cong
2024	J	`jnl`	Multi-Token Joint Speculative Decoding for Accelerating Large Language Model Inference. CoRR Zongyue Qin, Ziniu Hu, Zifan He, Neha Prakriya, Jason Cong, Yizhou Sun
2024	A*	`conf`	SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering. DAC Tianqi Zhang, Neha Prakriya, Sumukh Pinge, Jason Cong, Tajana Rosing
2024	—	`conf`	TAPA-CS: Enabling Scalable Accelerator Design on Distributed HBM-FPGAs. ASPLOS (3) Neha Prakriya, Yuze Chi, Suhail Basalama, Linghao Song, Jason Cong
2023	—	`conf`	NeSSA: Near-Storage Data Selection for Accelerated Machine Learning Training. HotStorage Neha Prakriya, Yu Yang, Baharan Mirzasoleiman, Cho-Jui Hsieh, Jason Cong
2023	J	`jnl`	TAPA-CS: Enabling Scalable Accelerator Design on Distributed HBM-FPGAs. CoRR Neha Prakriya, Yuze Chi, Suhail Basalama, Linghao Song, Jason Cong

Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz