Roy Xie

According to our database, Roy Xie authored at least 18 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Generalizability of Large Language Model-Based Agents: A Comprehensive Survey.

Minxing Zhang, Yi Yang, Roy Xie, Bhuwan Dhingra, Shuyan Zhou, Jian Pei

ACM Comput. Surv., July, 2026

LensVLM: Selective Context Expansion for Compressed Visual Representation of Text.

Roy Xie, Dan Friedman, Donghan Yu, Bowen Pan, Christopher Fifty, Jang-Hyun Kim, Xianzhi Du, Zhe Gan, Vivek Rathod, Bhuwan Dhingra

CoRR, May, 2026

Over-Searching in Search-Augmented Large Language Models.

Roy Xie, Deepak Gopinath, David Qiu, Dong Lin, Haitian Sun, Saloni Potdar, Bhuwan Dhingra

CoRR, January, 2026

Batch-of-Thought: Cross-Instance Learning for Enhanced LLM Reasoning.

Xuan Yang, Furong Jia, Roy Xie, Xiong Xi, Hengwei Bian, Jian Li, Monica Agrawal

CoRR, January, 2026

Language Models are Symbolic Learners in Arithmetic.

Chunyuan Deng, Zhiqi Li, Roy Xie, Ruidi Chang, Hanjie Chen

Trans. Mach. Learn. Res., 2026

Over-Searching in Retrieval-Augmented Large Language Models.

Roy Xie, Deepak Gopinath, David Qiu, Dong Lin, Haitian Sun, Saloni Potdar, Bhuwan Dhingra

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

When Greedy Wins: Emergent Exploitation Bias in Meta-Bandit LLM Training.

Sanxing Chen, Xiaoyin Chen, Yukun Huang, Roy Xie, Bhuwan Dhingra

CoRR, September, 2025

Interleaved Reasoning for Large Language Models via Reinforcement Learning.

Roy Xie, David Qiu, Deepak Gopinath, Dong Lin, Yanchao Sun, Chong Wang, Saloni Potdar, Bhuwan Dhingra

CoRR, May, 2025

Improving Model Alignment Through Collective Intelligence of Open-Source LLMS.

Junlin Wang, Roy Xie, Shang Zhu, Jue Wang, Ben Athiwaratkun, Bhuwan Dhingra, Shuaiwen Leon Song, Ce Zhang, James Zou

CoRR, May, 2025

Knowing When to Stop: Dynamic Context Cutoff for Large Language Models.

Roy Xie, Junlin Wang, Paul Rosu, Chunyuan Deng, Bolun Sun, Zihao Lin, Bhuwan Dhingra

CoRR, February, 2025

Improving Model Alignment Through Collective Intelligence of Open-Source Models.

Junlin Wang, Roy Xie, Shang Zhu, Jue Wang, Ben Athiwaratkun, Bhuwan Dhingra, Shuaiwen Leon Song, Ce Zhang, James Zou

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

LLM-Resistant Math Word Problem Generation via Adversarial Attacks.

Roy Xie, Chengxuan Huang, Junlin Wang, Bhuwan Dhingra

CoRR, 2024

Analysing Translation Artifacts: A Comparative Study of LLMs, NMTs, and Human Translations.

Fedor Sizov, Cristina España-Bonet, Josef van Genabith, Roy Xie, Koel Dutta Chowdhury

Proceedings of the Ninth Conference on Machine Translation, 2024

Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers.

Roy Xie, Orevaoghene Ahia, Yulia Tsvetkov, Antonios Anastasopoulos

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Tailoring Vaccine Messaging with Common-Ground Opinions.

Rickard Stureborg, Sanxing Chen, Roy Xie, Aayushi Patel, Christopher Li, Chloe Qinyu Zhu, Tingnan Hu, Jun Yang, Bhuwan Dhingra

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods.

Roy Xie, Junlin Wang, Ruomin Huang, Minxing Zhang, Rong Ge, Jian Pei, Neil Gong, Bhuwan Dhingra

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Adversarial Math Word Problem Generation.

Roy Xie, Chengxuan Huang, Junlin Wang, Bhuwan Dhingra

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications.

Junlin Wang, Tianyi Yang, Roy Xie, Bhuwan Dhingra

Proceedings of the Findings of the Association for Computational Linguistics, 2024