Yunjie Pan

15 papers A* 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
SNIP: An Adaptive Mixed Precision Framework for Subbyte Large Language Model Training.
ASPLOS (2)
Yunjie Pan, Yongyi Yang, Hanmei Yang, Scott Mahlke
2026 J jnl
SNIP: An Adaptive Mixed Precision Framework for Subbyte Large Language Model Training.
CoRR
Yunjie Pan, Yongyi Yang, Hanmei Yang, Scott Mahlke
2026 J jnl
ScaleBITS: Scalable Bitwidth Search for Hardware-Aligned Mixed-Precision LLMs.
CoRR
Xinlin Li, Timothy Chou, Josh Fromm, Zichang Liu, Yunjie Pan, Christina Fragouli
2026 J jnl
Unveiling the Potential of Quantization with MXFP4: Strategies for Quantization Error Reduction.
CoRR
Jatin Chhugani, Geonhwa Jeong, Bor-Yiing Su, Yunjie Pan, Hanmei Yang, Aayush Ankit, Jiecao Yu, Summer Deng, Yunqing Chen, Nadathur Satish, Changkyu Kim
2025 J jnl
Shape-performance coupled digital twin based on heterogeneous data from multiple sources: a scissor lift platform example.
Eng. Comput.
Hongjiang Lu, Zenggui Gao, Yanning Sun, Chaojia Gao, Zifeng Xu, Yunjie Pan, Lilan Liu
2025 J jnl
TIMEST: Temporal Information Motif Estimator Using Sampling Trees.
CoRR
Yunjie Pan, Omkar Bhalerao, C. Seshadhri, Nishil Talati
2025 J jnl
TIMEST: Temporal Information Motif Estimator Using Sampling Trees.
Proc. VLDB Endow.
Yunjie Pan, Omkar Bhalerao, C. Seshadhri, Nishil Talati
2025 J jnl
Triadic First-Order Logic Queries in Temporal Networks.
CoRR
Omkar Bhalerao, Yunjie Pan, C. Seshadhri, Nishil Talati
2024 A* conf
Accurate and Fast Estimation of Temporal Motifs Using Path Sampling.
ICDM
Yunjie Pan, Omkar Bhalerao, C. Seshadhri, Nishil Talati
2024 J jnl
Accurate and Fast Estimation of Temporal Motifs using Path Sampling.
CoRR
Yunjie Pan, Omkar Bhalerao, C. Seshadhri, Nishil Talati
2024 — conf
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation.
ASPLOS (2)
Jason Ansel, Edward Z. Yang, Horace He, Natalia Gimelshein, Animesh Jain, Michael Voznesensky, Bin Bao, Peter Bell, David Berard, Evgeni Burovski, Geeta Chauhan, Anjali Chourdia, Will Constable, Alban Desmaison, Zachary DeVito, Elias Ellison, Will Feng, Jiong Gong, Michael Gschwind, Brian Hirsh, Sherlock Huang, Kshiteej Kalambarkar, Laurent Kirsch, Michael Lazos, Mario Lezcano, Yanbo Liang, Jason Liang, Yinghai Lu, C. K. Luk, Bert Maher, Yunjie Pan, Christian Puhrsch, Matthias Reso, Mark Saroufim, Marcos Yukio Siraichi, Helen Suk, Shunting Zhang, Michael Suo, Phil Tillet, Xu Zhao, Eikan Wang, Keren Zhou, Richard Zou, Xiaodong Wang, Ajit Mathews, William Wen, Gregory Chanan, Peng Wu, Soumith Chintala
2023 J jnl
BitSET: Bit-Serial Early Termination for Computation Reduction in Convolutional Neural Networks.
ACM Trans. Embed. Comput. Syst.
Yunjie Pan, Jiecao Yu, Andrew Lukefahr, Reetuparna Das, Scott A. Mahlke
2023 J jnl
Extracting and supplementing method for EEG signal in manufacturing workshop based on deep learning of time-frequency correlation.
J. Intell. Manuf.
Bin Ren, Yunjie Pan
2022 J jnl
A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing.
J. Comput. Inf. Sci. Eng.
Muyangzi Lin, Miyuan Shan, Jie Zhou, Yunjie Pan
2022 J jnl
Fault Feature Extraction Method of Reciprocating Compressor Valve Based on SPA-MF.
IEEE Access
Ying Li, Yunjie Pan, Peng Ba, Shihu Wu, Jiawen Chen