Yan, Hanqi

7 publications

ICML 2025 Constrain Alignment with Sparse Autoencoders Qingyu Yin, Chak Tou Leong, Hongbo Zhang, Minjun Zhu, Hanqi Yan, Qiang Zhang, Yulan He, Wenjie Li, Jun Wang, Yue Zhang, Linyi Yang

ICLRW 2025 Navigating Solution Spaces in Large Language Models Through Controlled Embedding Exploration Qinglin Zhu, Runcong Zhao, Hanqi Yan, Yulan He, Yudong Chen, Lin Gui

ICML 2025 Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning Hanqi Yan, Linhai Zhang, Jiazheng Li, Zhenyi Shen, Yulan He

ICML 2025 Soft Reasoning: Navigating Solution Spaces in Large Language Models Through Controlled Embedding Exploration Qinglin Zhu, Runcong Zhao, Hanqi Yan, Yulan He, Yudong Chen, Lin Gui

NeurIPSW 2024 The Multi-Faceted Monosemanticity in Multimodal Representations Hanqi Yan, Yulan He, Yifei Wang

NeurIPS 2023 Counterfactual Generation with Identifiability Guarantees Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric P. Xing, Yulan He, Kun Zhang

UAI 2022 Addressing Token Uniformity in Transformers via Singular Value Transformation Hanqi Yan, Lin Gui, Wenjie Li, Yulan He