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2020 – today
- 2026
[i12]Xuan Yang, Furong Jia, Roy Xie, Xiong Xi, Hengwei Bian, Jian Li, Monica Agrawal:
Batch-of-Thought: Cross-Instance Learning for Enhanced LLM Reasoning. CoRR abs/2601.02950 (2026)- [i11]Roy Xie, Deepak Gopinath, David Qiu, Dong Lin, Haitian Sun, Saloni Potdar, Bhuwan Dhingra:
Over-Searching in Search-Augmented Large Language Models. CoRR abs/2601.05503 (2026) - 2025
- [c7]Junlin Wang, Roy Xie, Shang Zhu, Jue Wang, Ben Athiwaratkun, Bhuwan Dhingra, Shuaiwen Leon Song, Ce Zhang, James Zou:
Improving Model Alignment Through Collective Intelligence of Open-Source Models. ICML 2025 - [i10]Roy Xie, Junlin Wang, Paul Rosu, Chunyuan Deng, Bolun Sun, Zihao Lin, Bhuwan Dhingra:
Knowing When to Stop: Dynamic Context Cutoff for Large Language Models. CoRR abs/2502.01025 (2025) - [i9]Junlin Wang, Roy Xie, Shang Zhu, Jue Wang, Ben Athiwaratkun, Bhuwan Dhingra, Shuaiwen Leon Song, Ce Zhang, James Zou:
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS. CoRR abs/2505.03059 (2025) - [i8]Roy Xie, David Qiu, Deepak Gopinath, Dong Lin, Yanchao Sun, Chong Wang, Saloni Potdar, Bhuwan Dhingra:
Interleaved Reasoning for Large Language Models via Reinforcement Learning. CoRR abs/2505.19640 (2025) - [i7]Minxing Zhang, Yi Yang, Roy Xie, Bhuwan Dhingra, Shuyan Zhou, Jian Pei:
Generalizability of Large Language Model-Based Agents: A Comprehensive Survey. CoRR abs/2509.16330 (2025) - [i6]Sanxing Chen, Xiaoyin Chen, Yukun Huang, Roy Xie, Bhuwan Dhingra:
When Greedy Wins: Emergent Exploitation Bias in Meta-Bandit LLM Training. CoRR abs/2509.24923 (2025) - 2024
- [c6]Junlin Wang, Tianyi Yang
, Roy Xie, Bhuwan Dhingra:
Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications. ACL (Findings) 2024: 13349-13365 - [c5]Roy Xie, Chengxuan Huang, Junlin Wang, Bhuwan Dhingra:
Adversarial Math Word Problem Generation. EMNLP (Findings) 2024: 5075-5093 - [c4]Roy Xie, Junlin Wang, Ruomin Huang, Minxing Zhang, Rong Ge, Jian Pei, Neil Gong, Bhuwan Dhingra:
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods. EMNLP 2024: 8671-8689 - [c3]Roy Xie, Orevaoghene Ahia, Yulia Tsvetkov, Antonios Anastasopoulos:
Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers. NAACL (Short Papers) 2024: 54-69 - [c2]Rickard Stureborg, Sanxing Chen, Roy Xie, Aayushi Patel, Christopher Li, Chloe Qinyu Zhu, Tingnan Hu, Jun Yang, Bhuwan Dhingra:
Tailoring Vaccine Messaging with Common-Ground Opinions. NAACL-HLT (Findings) 2024: 2553-2575 - [c1]Fedor Sizov, Cristina España-Bonet, Josef van Genabith, Roy Xie, Koel Dutta Chowdhury:
Analysing Translation Artifacts: A Comparative Study of LLMs, NMTs, and Human Translations. WMT 2024: 1183-1199 - [i5]Roy Xie, Orevaoghene Ahia, Yulia Tsvetkov, Antonios Anastasopoulos:
Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers. CoRR abs/2402.17914 (2024) - [i4]Roy Xie, Chengxuan Huang, Junlin Wang, Bhuwan Dhingra:
LLM-Resistant Math Word Problem Generation via Adversarial Attacks. CoRR abs/2402.17916 (2024) - [i3]Junlin Wang, Tianyi Yang, Roy Xie, Bhuwan Dhingra:
Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications. CoRR abs/2406.06737 (2024) - [i2]Roy Xie, Junlin Wang, Ruomin Huang, Minxing Zhang, Rong Ge, Jian Pei, Neil Zhenqiang Gong, Bhuwan Dhingra:
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods. CoRR abs/2406.15968 (2024) - [i1]Chunyuan Deng, Zhiqi Li, Roy Xie, Ruidi Chang, Hanjie Chen:
Language Models are Symbolic Learners in Arithmetic. CoRR abs/2410.15580 (2024)
Coauthor Index
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