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 | 1113 | 2022 |
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 | 339 | 2020 |
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 | 280 | 2019 |
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 | 167 | 2023 |
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 | 101 | 2023 |
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 | 48 | 2023 |
Few-shot Relational Reasoning via Connection Subgraph Pretraining Q Huang, H Ren, J Leskovec arXiv preprint arXiv:2210.06722, 2022 | 36 | 2022 |
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 | 24 | 2021 |
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 | 19 | 2020 |
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 | 15 | 2024 |
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 | 10 | 2023 |
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 | 5 | 2024 |
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 | 1 | 2024 |
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 |