Chen, Xinyun

Scaling Instruction-Finetuned Language Models

Chung, H. W., Hou, L., Longpre, S., Zoph, B., Tay, Y., Fedus, W., Li, Y., Wang, X., Dehghani, M., Brahma, S., et al. (2022) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 1,441

Delving into Transferable Adversarial Examples and Black-box Attacks

Liu, Y., Chen, X., Liu, C., & Song, D. (2016) · arXiv

Adversarial Robustness in Machine LearningDigital Media Forensic Detection

Cited by 1,310

Competition-Level Code Generation with AlphaCode

Li, Y., Choi, D., Chung, J., Kushman, N., Schrittwieser, J., Leblond, R., Eccles, T., Keeling, J., Gimeno, F., Lago, A. D., et al. (2022) · arXiv

Software Engineering ResearchTeaching and Learning Programming

Cited by 1,043

Competition-level code generation with AlphaCode

Li, Y., Choi, D., Chung, J., Kushman, N., Schrittwieser, J., Leblond, R., Eccles, T., Keeling, J., Gimeno, F., Dal Lago, A., et al. (2022) · Science

Software Engineering ResearchTeaching and Learning Programming

Cited by 1,043

Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Chen, X., Liu, C., Li, B., Lu, K., & Song, D. (2017) · arXiv

Adversarial Robustness in Machine LearningDigital Media Forensic Detection

Cited by 1,039

Gemini: A Family of Highly Capable Multimodal Models

Gemini Team, Anil, R., Borgeaud, S., Alayrac, J.-B., Yu, J., Soricut, R., Schalkwyk, J., Dai, A. M., Hauth, A., Millican, K., et al. (2023) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 990

Teaching Large Language Models to Self-Debug

Chen, X., Lin, M., Schärli, N., & Zhou, D. (2023) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 812

Large Language Models Cannot Self-Correct Reasoning Yet

Huang, J., Chen, X., Mishra, S., Zheng, H. S., Yu, A. W., Song, X., & Zhou, D. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 712

Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses

Goldblum, M., Tsipras, D., Xie, C., Chen, X., Schwarzschild, A., Song, D., Madry, A., Li, B., & Goldstein, T. (2023) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Adversarial Robustness in Machine LearningPrivacy-Preserving Technologies in Data

Cited by 362

Tree-to-tree neural networks for program translation

Chen, X., Liu, C., & Song, D. (2018) · arXiv

Software Engineering ResearchNatural Language Processing Techniques

Cited by 157

Large Language Models as Optimizers

Yang, C., Wang, X., Lu, Y., Liu, H., Le, Q. V., Zhou, D., & Chen, X. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 151

Large Language Models Can Be Easily Distracted by Irrelevant Context

Shi, F., Chen, X., Misra, K., Scales, N., Dohan, D., Chi, E., Schärli, N., & Zhou, D. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 134

Larger language models do in-context learning differently

Wei, J., Wei, J., Tay, Y., Tran, D., Webson, A., Lu, Y., Chen, X., Liu, H., Huang, D., Zhou, D., et al. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 109

BioCoder: a benchmark for bioinformatics code generation with large language models

Tang, X., Qian, B., Gao, R., Chen, J., Chen, X., & Gerstein, M. B. (2024) · Bioinformatics

Software Engineering ResearchTopic Modeling

Cited by 30

Large language models as tool makers

Cai, T., Wang, X., Ma, T., Chen, X., & Zhou, D. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 28

Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis

Gupta, K., Christensen, P. E., Chen, X., & Song, D. (2020) · arXiv

Teaching and Learning ProgrammingEvolutionary Algorithms and Applications

Cited by 18

Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

Li, C., Liang, J., Zeng, A., Chen, X., Hausman, K., Sadigh, D., Levine, S., Fei-Fei, L., Xia, F., & Ichter, B. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 16

Universal Self-Consistency for Large Language Model Generation

Chen, X., Aksitov, R., Alon, U., Ren, J., Xiao, K., Yin, P., Prakash, S., Sutton, C., Wang, X., & Zhou, D. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 13

Premise Order Matters in Reasoning with Large Language Models

Chen, X., Chi, R. A., Wang, X., & Zhou, D. (2024) · arXiv

Topic ModelingLogic, Reasoning, and Knowledge

Cited by 3

Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization

Gan, Y., Chen, X., & Purver, M. (2021) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 2

Latent Execution for Neural Program Synthesis

Chen, X., Song, D., & Tian, Y. (2021) · arXiv

Software Engineering ResearchTeaching and Learning Programming

Cited by 2

Symbol tuning improves in-context learning in language models

Wei, J., Hou, L., Lampinen, A., Chen, X., Huang, D., Tay, Y., Chen, X., Lu, Y., Zhou, D., Ma, T., et al. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 1