Reinforce-Ada: An Adaptive Sampling Framework under Non-linear RL Objectives
Wei Xiong, Chenlu Ye, Baohao Liao, Hanze Dong, Xinxing Xu, Christof Monz, Jiang Bian, Nan Jiang, Tong Zhang
2026 COLM | October 2026
Xinxing Xu
Principal Research Manager
Publications
-
-
-
Multi-Turn On-Policy Distillation with Prefix Replay
Baohao Liao, Hanze Dong, C. Monz, Xinxing Xu, Li Dong, Furu Wei
July 2026
arXiv | July 2026
-
LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches
Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Micah Goldblum, Jiang Bian, N. Mesgarani
2026 COLM | April 2026
-
-
-
EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
Yufei He, Juncheng Liu, Yue Liu, Yibo Li, Tri Cao, Zhiyuan Hu, Xinxing Xu, Bryan Hooi
ICLR 2026 | October 2025
-
-
-
Reinforce-Ada: An Adaptive Sampling Framework under Non-linear RL Objectives
Wei Xiong, Chenlu Ye, Baohao Liao, Hanze Dong, Xinxing Xu, Christof Monz, Jiang Bian, Nan Jiang, Tong Zhang
2026 COLM | October 2026
-
Multi-Turn On-Policy Distillation with Prefix Replay
Baohao Liao, Hanze Dong, C. Monz, Xinxing Xu, Li Dong, Furu Wei
July 2026
arXiv | July 2026
-
LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches
Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Micah Goldblum, Jiang Bian, N. Mesgarani
2026 COLM | April 2026
-
EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
Yufei He, Juncheng Liu, Yue Liu, Yibo Li, Tri Cao, Zhiyuan Hu, Xinxing Xu, Bryan Hooi
ICLR 2026 | October 2025
-
-
-
Reinforce-Ada: An Adaptive Sampling Framework under Non-linear RL Objectives
Wei Xiong, Chenlu Ye, Baohao Liao, Hanze Dong, Xinxing Xu, Christof Monz, Jiang Bian, Nan Jiang, Tong Zhang
2026 COLM | October 2026
-
LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches
Linyang He, Qiyao Yu, Hanze Dong, Baohao Liao, Xinxing Xu, Micah Goldblum, Jiang Bian, N. Mesgarani
2026 COLM | April 2026
-
EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
Yufei He, Juncheng Liu, Yue Liu, Yibo Li, Tri Cao, Zhiyuan Hu, Xinxing Xu, Bryan Hooi
ICLR 2026 | October 2025
-
-
-
Multi-Turn On-Policy Distillation with Prefix Replay
Baohao Liao, Hanze Dong, C. Monz, Xinxing Xu, Li Dong, Furu Wei
July 2026
arXiv | July 2026
-