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Qian Huang
Qian Huang
PhD Student, Stanford University
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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
11132022
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
3392020
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
2802019
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
1672023
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
1012023
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
68*2024
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
Q Huang, J Vora, P Liang, J Leskovec
Forty-first International Conference on Machine Learning, 2024
56*2024
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
482023
Few-shot Relational Reasoning via Connection Subgraph Pretraining
Q Huang, H Ren, J Leskovec
arXiv preprint arXiv:2210.06722, 2022
362022
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
242021
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
192020
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
S Wu, S Zhao, M Yasunaga, K Huang, K Cao, Q Huang, VN Ioannidis, ...
arXiv preprint arXiv:2404.13207, 2024
152024
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
102023
AvaTaR: Optimizing LLM Agents for Tool-Assisted Knowledge Retrieval
S Wu, S Zhao, Q Huang, K Huang, M Yasunaga, K Cao, VN Ioannidis, ...
arXiv preprint arXiv:2406.11200, 2024
52024
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
Y Roohani, J Vora, Q Huang, Z Steinhart, A Marson, P Liang, J Leskovec
arXiv preprint arXiv:2405.17631, 2024
12024
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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Artículos 1–17