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Qian Huang
Qian Huang
PhD Student, Stanford University
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Year
Holistic evaluation of language models
P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ...
arXiv preprint arXiv:2211.09110, 2022
5972022
Combining Label Propagation and Simple Models Out-performs Graph Neural Networks
Q Huang, H He, A Singh, SN Lim, AR Benson
arXiv preprint arXiv:2010.13993, 2020
2912020
Enhancing Adversarial Example Transferability with an Intermediate Level Attack
Q Huang, I Katsman, H He, Z Gu, S Belongie, SN Lim
IEEE International Conference on Computer Vision (ICCV 2019), 2019
2262019
Med-Flamingo: a Multimodal Medical Few-shot Learner
M Moor, Q Huang, S Wu, M Yasunaga, C Zakka, Y Dalmia, EP Reis, ...
arXiv preprint arXiv:2307.15189, 2023
472023
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
X Zhang, L Wang, J Helwig, Y Luo, C Fu, Y Xie, M Liu, Y Lin, Z Xu, K Yan, ...
arXiv preprint arXiv:2307.08423, 2023
422023
Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions
E Zelikman, Q Huang, G Poesia, N Goodman, N Haber
Advances in Neural Information Processing Systems 36, 2024
31*2024
Few-shot Relational Reasoning via Connection Subgraph Pretraining
Q Huang, H Ren, J Leskovec
arXiv preprint arXiv:2210.06722, 2022
232022
PRODIGY: Enabling In-context Learning Over Graphs
Q Huang, H Ren, P Chen, G Kržmanc, D Zeng, P Liang, J Leskovec
arXiv preprint arXiv:2305.12600, 2023
212023
Better Set Representations For Relational Reasoning
Q Huang, H He, A Singh, Y Zhang, SN Lim, A Benson
Advances in Neural Information Processing Systems (NeurIPS 2020), 2020
182020
Edge Proposal Sets for Link Prediction
A Singh, Q Huang, SL Huang, O Bhalerao, H He, SN Lim, AR Benson
arXiv preprint arXiv:2106.15810, 2021
172021
Benchmarking Large Language Models As AI Research Agents
Q Huang, J Vora, P Liang, J Leskovec
arXiv preprint arXiv:2310.03302, 2023
132023
Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness
E Zelikman, Q Huang, P Liang, N Haber, ND Goodman
arXiv preprint arXiv:2306.10015, 2023
62023
Lexinvariant Language Models
Q Huang, E Zelikman, SL Chen, Y Wu, G Valiant, P Liang
arXiv preprint arXiv:2305.16349, 2023
2023
Dense Retrieval of Knowledge Graphs for Question Answering
SR Nangi, M Yasunaga, H Ren, Q Huang, P Liang, J Leskovec
2023
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