Jiale Chen
4 Publications
2025 | Published | Conference Paper | IST-REx-ID: 20032 | 
Scalable mechanistic neural networks
J. Chen, D. Yao, A.A. Pervez, D.-A. Alistarh, F. Locatello, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 63716–63737.
[Published Version]
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J. Chen, D. Yao, A.A. Pervez, D.-A. Alistarh, F. Locatello, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 63716–63737.
2025 | Published | Conference Paper | IST-REx-ID: 19877 |
MARLIN: Mixed-precision auto-regressive parallel inference on Large Language Models
E. Frantar, R.L. Castro, J. Chen, T. Hoefler, D.-A. Alistarh, in:, Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2025, pp. 239–251.
[Published Version]
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| DOI
| WoS
| arXiv
E. Frantar, R.L. Castro, J. Chen, T. Hoefler, D.-A. Alistarh, in:, Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2025, pp. 239–251.
2025 | Published | Journal Article | IST-REx-ID: 20704
Scalable multitemperature free energy sampling of classical Ising spin states
P. Tuo, Z. Zeng, J. Chen, B. Cheng, Journal of Chemical Theory and Computation 21 (2025) 11427–11435.
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| PubMed | Europe PMC
P. Tuo, Z. Zeng, J. Chen, B. Cheng, Journal of Chemical Theory and Computation 21 (2025) 11427–11435.
2024 | Research Data Reference | IST-REx-ID: 19884 |
MARLIN: Mixed-precision auto-regressive parallel inference on Large Language Models
E. Frantar, R. Castro, J. Chen, T. Hoefler, D.-A. Alistarh, (2024).
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
E. Frantar, R. Castro, J. Chen, T. Hoefler, D.-A. Alistarh, (2024).
Grants
4 Publications
2025 | Published | Conference Paper | IST-REx-ID: 20032 |
Scalable mechanistic neural networks
J. Chen, D. Yao, A.A. Pervez, D.-A. Alistarh, F. Locatello, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 63716–63737.
[Published Version]
View
| Files available
| arXiv
J. Chen, D. Yao, A.A. Pervez, D.-A. Alistarh, F. Locatello, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 63716–63737.
2025 | Published | Conference Paper | IST-REx-ID: 19877 |
MARLIN: Mixed-precision auto-regressive parallel inference on Large Language Models
E. Frantar, R.L. Castro, J. Chen, T. Hoefler, D.-A. Alistarh, in:, Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2025, pp. 239–251.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
E. Frantar, R.L. Castro, J. Chen, T. Hoefler, D.-A. Alistarh, in:, Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2025, pp. 239–251.
2025 | Published | Journal Article | IST-REx-ID: 20704
Scalable multitemperature free energy sampling of classical Ising spin states
P. Tuo, Z. Zeng, J. Chen, B. Cheng, Journal of Chemical Theory and Computation 21 (2025) 11427–11435.
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
P. Tuo, Z. Zeng, J. Chen, B. Cheng, Journal of Chemical Theory and Computation 21 (2025) 11427–11435.
2024 | Research Data Reference | IST-REx-ID: 19884 |
MARLIN: Mixed-precision auto-regressive parallel inference on Large Language Models
E. Frantar, R. Castro, J. Chen, T. Hoefler, D.-A. Alistarh, (2024).
[Published Version]
View
| Files available
| DOI
| Download Published Version (ext.)
E. Frantar, R. Castro, J. Chen, T. Hoefler, D.-A. Alistarh, (2024).