Federated Causal Discovery from Heterogeneous Data. - Loka Li; Ignavier Ng; Gongxu Luo; Biwei Huang; Guangyi Chen 002; Tongliang Liu; Bin Gu 001; Kun Zhang 001 (ICLR, 2024)

On Causal Discovery in the Presence of Deterministic Relations. - Loka Li; Haoyue Dai; Hanin Al Ghothani; Biwei Huang; Jiji Zhang; Shahar Harel; Isaac Bentwich; Guangyi Chen 002; Kun Zhang 001 (NeurIPS, 2024)

Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models. - Loka Li; Guangyi Chen 002; Yusheng Su; Zhenhao Chen; Yixuan Zhang 001; Eric P. Xing; Kun Zhang 001 (CoRR, 2024)

ψDAG: Projected Stochastic Approximation Iteration for DAG Structure Learning. - Klea Ziu; Slavomír Hanzely; Loka Li; Kun Zhang 001; Martin Takác 001; Dmitry Kamzolov (CoRR, 2024)

Causal Representation Learning from Multimodal Biological Observations. - Yuewen Sun; Lingjing Kong; Guangyi Chen 002; Loka Li; Gongxu Luo; Zijian Li 001; Yixuan Zhang 001; Yujia Zheng 001; Mengyue Yang; Petar Stojanov; Eran Segal; Eric P. Xing; et al. (CoRR, 2024)

Causal Representation Learning from Multimodal Biomedical Observations. - Yuewen Sun; Lingjing Kong; Guangyi Chen 002; Loka Li; Gongxu Luo; Zijian Li 001; Yixuan Zhang 001; Yujia Zheng 001; Mengyue Yang; Petar Stojanov; Eran Segal; Eric P. Xing; et al. (ICLR, 2025)

Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders. - Gongxu Luo; Haoyue Dai; Boyang Sun; Loka Li; Biwei Huang; Petar Stojanov; Kun Zhang 001 (CoRR, 2025)

Reflection-Window Decoding: Text Generation with Selective Refinement. - Zeyu Tang 002; Zhenhao Chen; Loka Li; Xiangchen Song; Yunlong Deng; Yifan Shen 004; Guangyi Chen 002; Peter Spirtes; Kun Zhang 001 (CoRR, 2025)