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Binghong Chen
Binghong Chen
PhD student, Georgia Tech
Verified email at gatech.edu - Homepage
Title
Cited by
Cited by
Year
Retro*: learning retrosynthetic planning with neural guided A* search
B Chen, C Li, H Dai, L Song
International conference on machine learning, 1608-1616, 2020
1222020
Learning to plan in high dimensions via neural exploration-exploitation trees
B Chen, B Dai, Q Lin, G Ye, H Liu, L Song
arXiv preprint arXiv:1903.00070, 2019
108*2019
Scallop: From probabilistic deductive databases to scalable differentiable reasoning
J Huang, Z Li, B Chen, K Samel, M Naik, L Song, X Si
Advances in Neural Information Processing Systems 34, 25134-25145, 2021
722021
Deep learning driven biosynthetic pathways navigation for natural products with BioNavi-NP
S Zheng, T Zeng, C Li, B Chen, CW Coley, Y Yang, R Wu
Nature Communications 13 (1), 3342, 2022
622022
GLAD: Learning sparse graph recovery
H Shrivastava, X Chen, B Chen, G Lan, S Aluru, H Liu, L Song
arXiv preprint arXiv:1906.00271, 2019
412019
Proto: Program-guided transformer for program-guided tasks
Z Zhao, K Samel, B Chen
Advances in neural information processing systems 34, 17021-17036, 2021
382021
Molecule Optimization by Explainable Evolution
B Chen, T Wang, C Li, H Dai, L Song
International Conference on Learning Representations, 2021
302021
Arbitrar: User-guided api misuse detection
Z Li, A Machiry, B Chen, M Naik, K Wang, L Song
2021 IEEE Symposium on Security and Privacy (SP), 1400-1415, 2021
242021
Spanning tree-based graph generation for molecules
S Ahn, B Chen, T Wang, L Song
International Conference on Learning Representations, 2021
202021
Speeding up computational morphogenesis with online neural synthetic gradients
Y Zhang, H Chi, B Chen, TLE Tang, L Mirabella, L Song, GH Paulino
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
132021
May the force be with you: Unified force-centric pre-training for 3d molecular conformations
R Feng, Q Zhu, H Tran, B Chen, A Toland, R Ramprasad, C Zhang
Advances in Neural Information Processing Systems 36, 2024
72024
Learning to improve code efficiency
B Chen, D Tarlow, K Swersky, M Maas, P Heiber, A Naik, M Hashemi, ...
arXiv preprint arXiv:2208.05297, 2022
52022
Graph contrastive pre-training for effective theorem reasoning
Z Li, B Chen, X Si
arXiv preprint arXiv:2108.10821, 2021
42021
How to design sample and computationally efficient vqa models
K Samel, Z Zhao, B Chen, K Wang, R Luo, L Song
arXiv preprint arXiv:2103.11537, 2021
32021
BioNavi-NP: Biosynthesis Navigator for Natural Products
S Zheng, T Zeng, C Li, B Chen, CW Coley, Y Yang, R Wu
arXiv preprint arXiv:2105.13121, 2021
22021
PolyGET: Accelerating Polymer Simulations by Accurate and Generalizable Forcefield with Equivariant Transformer
R Feng, H Tran, A Toland, B Chen, Q Zhu, R Ramprasad, C Zhang
arXiv preprint arXiv:2309.00585, 2023
12023
Learning temporal rules from noisy timeseries data
K Samel, Z Zhao, B Chen, S Li, D Subramanian, I Essa, L Song
arXiv preprint arXiv:2202.05403, 2022
12022
Neural Temporal Logic Programming
K Samel, Z Zhao, B Chen, S Li, D Subramanian, I Essa, L Song
Large Scale Coordination Transfer for Cooperative Multi-Agent Reinforcement Learning
E Wang, B Chen, L Song
Deep RL Workshop NeurIPS 2021, 0
Abductive Visual Question Answering for Label Efficient Learning
K Samel, B Chen, L Song
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Articles 1–20