Qin, Yilong

8 publications

COLT 2024 Fit like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions Yilong Qin, Andrej Risteski

ICML 2024 Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines Yuchen Li, Alexandre Kirchmeyer, Aashay Mehta, Yilong Qin, Boris Dadachev, Kishore Papineni, Sanjiv Kumar, Andrej Risteski

ICLRW 2024 Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines Yuchen Li, Alexandre Kirchmeyer, Aashay Mehta, Yilong Qin, Boris Dadachev, Kishore A Papineni, Sanjiv Kumar, Andrej Risteski

NeurIPS 2023 Characterizing Out-of-Distribution Error via Optimal Transport Yuzhe Lu, Yilong Qin, Runtian Zhai, Andrew Shen, Ketong Chen, Zhenlin Wang, Soheil Kolouri, Simon Stepputtis, Joseph P. Campbell, Katia Sycara

NeurIPSW 2023 Characterizing Out-of-Distribution Error via Optimal Transport Yuzhe Lu, Yilong Qin, Runtian Zhai, Andrew Shen, Ketong Chen, Zhenlin Wang, Soheil Kolouri, Simon Stepputtis, Joseph Campbell, Katia Sycara

ICMLW 2023 Fit like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Markov Chains Yilong Qin, Andrej Risteski

ICMLW 2023 Fit like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Markov Chains Yilong Qin, Andrej Risteski

NeurIPSW 2023 Fit like You Sample: Sample-Efficient Score Matching from Fast Mixing Diffusions Yilong Qin, Andrej Risteski