Lu Yin
l.yin@surrey.ac.uk ; l.yin@tue.nl
Greetings! I’m Lu, an Assistant Professor in the School of Computer Science and Electronic Engineering at the University of Surrey, and a long-term visiting researcher at Eindhoven University of Technology (TU/e).
Previously, I was an Assistant Professor at the University of Aberdeen. I also served as a Postdoctoral Fellow at TU/e and worked as a research scientist/intern at Google's NYC office.
My research interests include:
- #AI Efficiency
- #AI for Science
- #Large Language Models
Feel free to reach out if you’d like to discuss anything with me :)
News
| Jun, 2024 | [Interspeech 2024×2] 🔥 We got TWO paper, in collaboration with Meta London, on Efficient Audio-Visual Speech Recognition have been accepted at Interspeech 2024. |
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| Jun, 2024 | [NeurIPS Challenge] 🔥 Our NeurIPS 2024 challenge proposal Edge-Device Large Language Model Competition has been accepted! |
| May, 2024 | [ICML 2024×3] 🔥 We got THREE paper accepted at ICML 2024: (1) LLM pruning OWL (with Google Research) (2) understanding the small magnitude in LLM JunkDNA hypothesis (with Intel Research). (3) Bi-lever sparse training optimization. . |
| Jan, 2024 | [ICLR 2024] One paper got accepted by ICLR 2024 |
| Jan, 2024 | [Takl CityU] Honored to be invited to give a talk about The Power of Model Sparsity at Multimedia Analytics (MA) Laboratory in City University of Hong Kong. |
| Dec, 2023 | [CPAL 2024×3] Three papers got accpeted in CPAL at spotlight track |
| Dec, 2023 | [Grant: NWO] We have been awarded 10,000,000 credits for the use of NVIDIA A100 GPUs, totaling 78,120 hours. Our sincere thanks go to NWO. |
| Jul, 2023 | [Neurips 2023] One paper got accepted by Neurips 2023: Dynamic Sparsity Is Channel-Level Sparsity Learner |
| Jul, 2023 | [Intern: Google] I am joining Google's NYC office as a researcher intern. |
| Jun, 2023 | [ECML 2023×2] Two paper got accepted by ECML-PKDD 2023: Robust overfitting, RDebiased Sparse Training |
| Apr, 2023 | [ICML 2023] One paper got accepted by ICML 2023: Large Kernel Distillation |
| Nov, 2022 | [AAAI 2023] Our paper Lottery Pools got accepted by AAAI 2023 |
| Nov, 2022 | [LoG 2022 BEST PAPER] Our paper Untrained GNNs Tickets receive the Best Paper Award from LoG 2022 |
| Sep, 2022 | [Talk: CMU] I was invited to give a talk about Model/supervision Efficency at Xu Lab in Carnegie Mellon University |
| May, 2022 | [UAI 2022] Our paper Sup-tickets sparse training got accepted by UAI 2022 |
| Mar, 2022 | [IDA 2022] Our paper is accpeted by IDA 2022, which was also the first conference (symposium) that I have attended in the first year of my PhD. Life is like a cycle  |