Yuchen Ma - RankMe

11 papers A* 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Emergent Social Intelligence Risks in Generative Multi-Agent Systems. CoRR Yue Huang, Yu Jiang, Wenjie Wang, Haomin Zhuang, Xiaonan Luo, Yuchen Ma, Zhangchen Xu, Zichen Chen, Nuno Moniz, Zinan Lin, Pin-Yu Chen, Nitesh V. Chawla, Nouha Dziri, Huan Sun, Xiangliang Zhang
2026	J	`jnl`	ProbeLLM: Automating Principled Diagnosis of LLM Failures. CoRR Yue Huang, Zhengzhe Jiang, Yuchen Ma, Yu Jiang, Xiangqi Wang, Yujun Zhou, Yuexing Hao, Kehan Guo, Pin-Yu Chen, Stefan Feuerriegel, Xiangliang Zhang
2026	J	`jnl`	Synthetic Interaction Data for Scalable Personalization in Large Language Models. CoRR Yuchen Ma, Yue Huang, Wenjie Wang, Xiaonan Luo, Xiangliang Zhang, Stefan Feuerriegel
2026	J	`jnl`	Targeted Synthetic Control Method. CoRR Yuxin Wang, Dennis Frauen, Emil Javurek, Konstantin Hess, Yuchen Ma, Stefan Feuerriegel
2025	—	`conf`	A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments. KDD (2) Yuchen Ma, Jonas Schweisthal, Hengrui Zhang, Stefan Feuerriegel
2025	J	`jnl`	A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments. CoRR Yuchen Ma, Jonas Schweisthal, Hengrui Zhang, Stefan Feuerriegel
2025	J	`jnl`	Foundation Models for Causal Inference via Prior-Data Fitted Networks. CoRR Yuchen Ma, Dennis Frauen, Emil Javurek, Stefan Feuerriegel
2025	J	`jnl`	LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding. CoRR Yuchen Ma, Dennis Frauen, Jonas Schweisthal, Stefan Feuerriegel
2024	A*	`conf`	DiffPO: A causal diffusion model for learning distributions of potential outcomes. NeurIPS Yuchen Ma, Valentyn Melnychuk, Jonas Schweisthal, Stefan Feuerriegel
2024	J	`jnl`	DiffPO: A causal diffusion model for learning distributions of potential outcomes. CoRR Yuchen Ma, Valentyn Melnychuk, Jonas Schweisthal, Stefan Feuerriegel
2023	J	`jnl`	Counterfactual Fairness for Predictions using Generative Adversarial Networks. CoRR Yuchen Ma, Dennis Frauen, Valentyn Melnychuk, Stefan Feuerriegel