Changnan Xiao

23 papers A* 6C 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
Continual Out-of-Distribution Detection with Analytic Neural Collapse.
AAAI
Saleh Momeni, Changnan Xiao, Bing Liu
2025 J jnl
AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection.
CoRR
Saleh Momeni, Changnan Xiao, Bing Liu
2025 A* conf
Generalizing Reasoning Problems to Longer Lengths.
ICLR
Changnan Xiao, Bing Liu
2025 J jnl
Open-world continual learning: Unifying novelty detection and continual learning.
Artif. Intell.
Gyuhak Kim, Changnan Xiao, Tatsuya Konishi, Zixuan Ke, Bing Liu
2024 J jnl
A Theory for Length Generalization in Learning to Reason.
CoRR
Changnan Xiao, Bing Liu
2024 J jnl
Elimination of the Symmetrical Artifacts in Kirchhoff Depth Migration for 3-D Whole-Space Tunnel Seismic Imaging.
IEEE Trans. Geosci. Remote. Sens.
Wei Cai, Peimin Zhu, Changnan Xiao, Yufeng Liu, Chengshuang Li, Ziang Li
2023 J jnl
Conditions for Length Generalization in Learning Reasoning Skills.
CoRR
Changnan Xiao, Bing Liu
2023 A* conf
Learnability and Algorithm for Continual Learning.
ICML
Gyuhak Kim, Changnan Xiao, Tatsuya Konishi, Bing Liu
2023 J jnl
Learnability and Algorithm for Continual Learning.
CoRR
Gyuhak Kim, Changnan Xiao, Tatsuya Konishi, Bing Liu
2023 C conf
Mastering Strategy Card Game (Hearthstone) with Improved Techniques.
CoG
Changnan Xiao, Yongxin Zhang, Xuefeng Huang, Qinhan Huang, Jie Chen, Peng Sun
2023 J jnl
Mastering Strategy Card Game (Hearthstone) with Improved Techniques.
CoRR
Changnan Xiao, Yongxin Zhang, Xuefeng Huang, Qinhan Huang, Jie Chen, Peng Sun
2023 J jnl
Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play.
CoRR
Wei Xi, Yongxin Zhang, Changnan Xiao, Xuefeng Huang, Shihong Deng, Haowei Liang, Jie Chen, Peng Sun
2023 J jnl
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning.
CoRR
Gyuhak Kim, Changnan Xiao, Tatsuya Konishi, Zixuan Ke, Bing Liu
2023 A* conf
ParliRobo: Participant Lightweight AI Robots for Massively Multiplayer Online Games (MMOGs).
ACM Multimedia
Jianwei Zheng, Changnan Xiao, Mingliang Li, Zhenhua Li, Feng Qian, Wei Liu, Xudong Wu
2022 A* conf
A Theoretical Study on Solving Continual Learning.
NeurIPS
Gyuhak Kim, Changnan Xiao, Tatsuya Konishi, Zixuan Ke, Bing Liu
2022 J jnl
A Theoretical Study on Solving Continual Learning.
CoRR
Gyuhak Kim, Changnan Xiao, Tatsuya Konishi, Zixuan Ke, Bing Liu
2022 — conf
Continual Learning Based on OOD Detection and Task Masking.
CVPR Workshops
Gyuhak Kim, Sepideh Esmaeilpour, Changnan Xiao, Bing Liu
2022 J jnl
Continual Learning Based on OOD Detection and Task Masking.
CoRR
Gyuhak Kim, Sepideh Esmaeilpour, Changnan Xiao, Bing Liu
2022 A* conf
Generalized Data Distribution Iteration.
ICML
Jiajun Fan, Changnan Xiao
2022 J jnl
Generalized Data Distribution Iteration.
CoRR
Jiajun Fan, Changnan Xiao
2021 J jnl
An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning.
CoRR
Changnan Xiao, Haosen Shi, Jiajun Fan, Shihong Deng
2021 J jnl
CASA: A Bridge Between Gradient of Policy Improvement and Policy Evaluation.
CoRR
Changnan Xiao, Haosen Shi, Jiajun Fan, Shihong Deng
2021 J jnl
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning.
CoRR
Jiajun Fan, Changnan Xiao, Yue Huang