Xie, Roy

4 publications

TMLR 2026 Language Models Are Symbolic Learners in Arithmetic Chunyuan Deng, Zhiqi Li, Roy Xie, Ruidi Chang, Hanjie Chen

ICLR 2026 When Greedy Wins: Emergent Exploitation Bias in Meta-Bandit LLM Training Sanxing Chen, Xiaoyin Chen, Yukun Huang, Roy Xie, Bhuwan Dhingra

ICML 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

NeurIPS 2025 Knowing When to Stop: Efficient Context Processing via Latent Sufficiency Signals Roy Xie, Junlin Wang, Paul Rosu, Chunyuan Deng, Bolun Sun, Zihao Lin, Bhuwan Dhingra