Selected works
InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate, ICML 26',
Z. Hu, Y. Chen, H. Ren, Q. Zeng, Y. Zheng, A. Weller, K. Huang, Y. Yang
ACON: Optimizing Context Compression for Long-horizon LLM Agents, ICML 26',
M. Kang, W.-N. Chen, D. Han, H. A. Inan, L. Wutschitz, Y. Chen, R. Sim, S. Rajmohan
On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Framework, COLING 25',
S. Siddiqui*, Y. Chen*, J. Heo, M. Xia, A. Weller
Neural Mutual Information Estimation with Vector Copulas, NeurIPS 25',
Y. Chen, Z. Ou, A. Weller, M. Gutmann
Neural Approximate Sufficient Statistic for Implicit Models , ICLR 21' (spotlight) ,
Y. Chen*, D. Zhang*, M. Gutmann, A. Courville, Z. Zhu