Song, Yangqiu

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Srivastava, A., Rastogi, A., Rao, A., Shoeb, A. A. M., Abid, A., Fisch, A., Brown, A. R., Santoro, A., Gupta, A., Garriga-Alonso, A., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 569

Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning

Zhang, Y., Song, Y., Liang, J., Bai, K., & Yang, Q. (2020) · Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Adversarial Robustness in Machine LearningDomain Adaptation and Few-Shot Learning

Cited by 29

Defense against prompt injection attack by leveraging attack techniques

Chen, Y., Li, H., Zheng, Z., Wu, D., Song, Y., & Hooi, B. (2025) · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 19

User Consented Federated Recommender System Against Personalized Attribute Inference Attack

Hu, Q., & Song, Y. (2024) · Proceedings of the 17th ACM International Conference on Web Search and Data Mining

Privacy-Preserving Technologies in DataRecommender Systems and Techniques

Cited by 17

PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models

Li, H., Guo, D., Li, D., Fan, W., Hu, Q., Liu, X., Chan, C., Yao, D., Yao, Y., & Song, Y. (2024) · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Privacy-Preserving Technologies in DataPrivacy, Security, and Data Protection

Cited by 16

COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon

Yu, C., Liu, X., Maia, J., Li, Y., Cao, T., Gao, Y., Song, Y., Goutam, R., Zhang, H., Yin, B., et al. (2024) · Companion of the 2024 International Conference on Management of Data

Topic ModelingSemantic Web and Ontologies

Cited by 13

Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs

Li, Y., Zhang, W., Yang, Y., Huang, W.-C., Wu, Y., Luo, J., Bei, Y., Zou, H. P., Luo, X., Zhao, Y., et al. (2025) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 2

Backdoor-powered prompt injection attacks nullify defense methods

Chen, Y., Li, H., Sui, Y., Song, Y., & Hooi, B. (2025) · Findings of the Association for Computational Linguistics: EMNLP 2025

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 1

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Zheng, T., Tam, K. K.-W., Nguyen, N. H.-N. K., Xu, B., Wang, Z., Cheng, J., Tsang, H. T., Wang, W., Bai, J., Fang, T., et al. (2025) · arXiv

Artificial Intelligence ApplicationsModel Reduction and Neural Networks

Cited by 0

AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations

Jiayang, C., Ru, D., Qiu, L., Li, Y., Cao, X., Song, Y., & Cai, X. (2026) · arXiv

Speech and dialogue systemsInformation Retrieval and Search Behavior

Cited by 0

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce

Ding, W., Wang, W., Kwok, S. H. D., Liu, M., Fang, T., Bai, J., Liu, X., Yu, C., Li, Z., Luo, C., et al. (2024) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 0

PatchWorld: Gradient-Free Optimization of Executable World Models for Agent Environments

Bai, J., Guo, Y., Dong, Y., Xiong, J., Zheng, T., Li, Y., Fang, T., Li, Y., Gao, Y., Huang, H., et al. (2026) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 0