Mutual information scaling for tensor network machine learning. - Ian Convy; William J. Huggins; Haoran Liao; K. Birgitta Whaley (Mach. Learn. Sci. Technol., 2022)

Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task. - Chunhui Du; Jidong Tian; Haoran Liao; Jindou Chen; Hao He 007; Yaohui Jin (EMNLP, 2023)

Decohering tensor network quantum machine learning models. - Haoran Liao; Ian Convy; Zhibo Yang; K. Birgitta Whaley (Quantum Mach. Intell., 2023)

Suppressing Correlated Noise in Quantum Computers via Context-Aware Compiling. - Alireza Seif; Haoran Liao; Vinay Tripathi; Kevin Krsulich; Moein Malekakhlagh; Mirko Amico; Petar Jurcevic; Ali Javadi-Abhari (ISCA, 2024)

Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models. - Haoran Liao; Jidong Tian; Shaohua Hu; Hao He 007; Yaohui Jin (CoRR, 2024)

Machine learning for practical quantum error mitigation. - Haoran Liao; Derek S. Wang; Iskandar Sitdikov; Ciro Salcedo; Alireza Seif; Zlatko Minev (Nat. Mac. Intell., 2024)

TopoRefine: Iterative Refinement with Reasoning Topology as High-Level Feedback. - Haoran Liao; Shaohua Hu; Zhihao Zhu; Hao He 007; Yaohui Jin (ICASSP, 2025)

Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models. - Haoran Liao; Jidong Tian; Shaohua Hu; Zhihao Zhu; Hao He 007; Yaohui Jin (ICASSP, 2025)

Faithful Self-Refinement in Mathematical Reasoning via Progressive Back-Translation. - Haoran Liao; Zhihao Zhu; Shaohua Hu; Hao He 007; Yaohui Jin (ICASSP, 2025)

A Progressive Local Variance-guided Strategy for Improving Data Augmentation Reliability. - Zheyuan Wang; Ziyao Meng; Dezhi Wu; Haoran Liao; Tianyi Wang; Hao Shen; Jiajia Li 004; Haitao Song (ICASSP, 2025)

Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models. - Haoran Liao; Shaohua Hu; Zhihao Zhu; Hao He 007; Yaohui Jin (NAACL (Long Papers), 2025)

TypeTele: Releasing Dexterity in Teleoperation by Dexterous Manipulation Types. - Yuhao Lin; Yi-Lin Wei; Haoran Liao; Mu Lin; Chengyi Xing; Hao Li 076; Dandan Zhang; Mark R. Cutkosky; Wei-Shi Zheng 001 (CoRR, 2025)