Researcher — paper.dinq.me

2026 顶会论文

作者位次 #2/3ICML 2026Poster· General Machine Learning / Causality

Partial Identification under High-Dimensional Potential Outcomes and Confounders via Optimal Transport

Yunfeng Wang · Zhiheng Zhang · Zijun Gao

OpenReview

作者位次 #4/8ICML 2026Spotlight· General Machine Learning / Causality

Treatment Responder Classification with Abstention

Haoxiang Wang · Haoxuan Li · Ziyan Wang · Zhiheng Zhang · Aoqi Zuo · Erdun Gao · Kun Zhang · Mingming Gong

OpenReview

作者位次 #2/2ICML 2026Poster

Causal Matrix Completion under Multiple Treatments via Mixed Synthetic Nearest Neighbors

Minrui Luo · Zhiheng Zhang

OpenReview

作者位次 #3/3ICML 2026Poster· General Machine Learning / Causality

Partial Identification of Policy Values under Network Interference

Ziyan Wang · Yiran Liu · Zhiheng Zhang

OpenReview

作者位次 #2/7ICML 2026Poster· General Machine Learning / Causality

Feasible Fusion: Constrained Joint Estimation under Structural Non-Overlap

Yuxi Du · Zhiheng Zhang · Haoxuan Li · Cong Fang · Jixing Xu · Zhen Peng · Jiecheng Guo

OpenReview

作者位次 #3/3ICML 2026Poster

Causal Representation Learning with Optimal Compression and Complex Treatments

Wanting Liang · Haoang Chi · Zhiheng Zhang

可解释性效率与系统OpenReview

作者位次 #10/10ICML 2026Poster· General Machine Learning / Causality

Budgeted Active Experimentation for Treatment Effect Estimation from Observational and Randomized Data

Jiacan Gao · Xinyan Su · Mingyuan Ma · Yiyan HUANG · Xiao Xu · Xinrui Wan · Tianqi Gu · Enyun Yu · Jiecheng Guo · Zhiheng Zhang

OpenReview

作者位次 #5/9ICML 2026Poster· Deep Learning / Large Language Models

MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs

He Li · Haoang Chi · Qizhou Wang · Yunxin Mao · Zhiheng Zhang · Jie Tan · Tongliang Liu · Wenjing Yang · Bo Han

评测与基准安全OpenReview

作者位次 #4/9KDD 2026Oral· Knowledge Discovery & Data Mining

SpaCellAgent: A Self-Evolving LLM-Based Multi-Agent Framework for Trajectory Analysis

Songhan Wang · Haoang Chi · He Li · Zhiheng Zhang · Jiayan Yuan · Cheems Wang · Hao Peng · Xinwang Liu · Wenjing Yang

智能体与工具检索与知识OpenReview

Zhiheng Zhang

获取完整研究档案

联系方式

2026 顶会论文

Partial Identification under High-Dimensional Potential Outcomes and Confounders via Optimal Transport

Treatment Responder Classification with Abstention

Causal Matrix Completion under Multiple Treatments via Mixed Synthetic Nearest Neighbors

Partial Identification of Policy Values under Network Interference

Feasible Fusion: Constrained Joint Estimation under Structural Non-Overlap

Causal Representation Learning with Optimal Compression and Complex Treatments

Budgeted Active Experimentation for Treatment Effect Estimation from Observational and Randomized Data

MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs

SpaCellAgent: A Self-Evolving LLM-Based Multi-Agent Framework for Trajectory Analysis

常见合作者