Kun Zhang

We propose thought communication for agents to interact directly mind-to-mind, prove its nonparametric identifiability, and develop a framework for communication beyond language.

Learning Counterfactual Outcomes Under Rank Preservation

#2600 · Peng Wu, Haoxuan Li, Chunyuan Zheng, Yan Zeng, Jiawei Chen, Yang Liu, Ruocheng Guo, Kun Zhang

Learning the individualized treatment effects under the assumption of rank preservation.

CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations

#2500 Spotlight · Guangyi Chen, Yunlong Deng, Peiyuan Zhu, Yan Li, Yifan Shen, Zijian Li, Kun Zhang

Poster Session 5

5 papers

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Towards Accurate Time Series Forecasting via Implicit Decoding

#2306 · Xinyu Li, Yuchen Luo, Hao Wang, Haoxuan Li, Liuhua Peng, Feng Liu, Yandong Guo, Kun Zhang, Mingming Gong

The third pillar of causal analysis? A measurement perspective on causal representations

#2417 · Dingling Yao, Shimeng Huang, Riccardo Cadei, Kun Zhang, Francesco Locatello

Practical Kernel Selection for Kernel-based Conditional Independence Test

#2411 · Wenjie Wang, Mingming Gong, Biwei Huang, James Bailey, Bo Han, Kun Zhang, Feng Liu

Detecting Generated Images by Fitting Natural Image Distributions

#1406 Spotlight · Yonggang Zhang, Jun Nie, Xinmei Tian, Mingming Gong, Kun Zhang, Bo Han

Towards Identifiability of Hierarchical Temporal Causal Representation Learning

#5205 · Zijian Li, Minghao Fu, Junxian Huang, Yifan Shen, Ruichu Cai, Yuewen Sun, Guangyi Chen, Kun Zhang

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

LLM Interpretability with Identifiable Temporal-Instantaneous Representation

#2602 · Xiangchen Song, Jiaqi Sun, Zijian Li, Yujia Zheng, Kun Zhang