Estimating Treatment Effect via Differentiated Confounder Matching. - Ziyu Zhao 001; Kun Kuang; Fei Wu 001 (CICAI, 2021)

Learning Individual Treatment Effects under Heterogeneous Interference in Networks. - Ziyu Zhao 001; Kun Kuang; Ruoxuan Xiong; Fei Wu 001 (CoRR, 2022)

Differentiated matching for individual and average treatment effect estimation. - Ziyu Zhao 001; Kun Kuang; Bo Li 064; Peng Cui 001; Runze Wu 001; Jun Xiao 001; Fei Wu 001 (Data Min. Knowl. Discov., 2023)

De-biased Attention Supervision for Text Classification with Causality. - Yiquan Wu 001; Yifei Liu; Ziyu Zhao 001; Weiming Lu 001; Yating Zhang; Changlong Sun; Fei Wu 001; Kun Kuang (AAAI, 2024)

LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild. - Ziyu Zhao 001; Leilei Gan; Guoyin Wang 002; Wangchunshu Zhou; Hongxia Yang; Kun Kuang; Fei Wu 001 (ACL (Findings), 2024)

InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks. - Xueyu Hu; Ziyu Zhao 001; Shuang Wei; Ziwei Chai; Qianli Ma; Guoyin Wang 002; Xuwu Wang; Jing Su; Jingjing Xu; Ming Zhu; Yao Cheng; Jianbo Yuan; et al. (ICML, 2024)

InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks. - Xueyu Hu; Ziyu Zhao 001; Shuang Wei; Ziwei Chai; Guoyin Wang 002; Xuwu Wang; Jing Su; Jingjing Xu; Ming Zhu; Yao Cheng; Jianbo Yuan; Kun Kuang; et al. (CoRR, 2024)

Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning. - Ziyu Zhao 001; Leilei Gan; Guoyin Wang 002; Yuwei Hu; Tao Shen 002; Hongxia Yang; Kun Kuang; Fei Wu 001 (CoRR, 2024)

Causal Agent based on Large Language Model. - Kairong Han; Kun Kuang; Ziyu Zhao 001; Junjian Ye; Fei Wu 001 (CoRR, 2024)

IntOPE: Off-Policy Evaluation in the Presence of Interference. - Yuqi Bai; Ziyu Zhao 001; Minqin Zhu; Kun Kuang (CoRR, 2024)

Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering. - Ziyu Zhao 001; Tao Shen 002; Didi Zhu; Zexi Li 001; Jing Su; Xuwu Wang; Kun Kuang; Fei Wu 001 (CoRR, 2024)

Deconfounded hierarchical multi-granularity classification. - Ziyu Zhao 001; Leilei Gan; Tao Shen 002; Kun Kuang; Fei Wu 001 (Comput. Vis. Image Underst., 2024)

Learning Individual Treatment Effects under Heterogeneous Interference in Networks. - Ziyu Zhao 001; Yuqi Bai; Ruoxuan Xiong; Qingyu Cao; Chao Ma 009; Ning Jiang; Fei Wu 001; Kun Kuang (ACM Trans. Knowl. Discov. Data, 2024)

OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (ACL (1), 2025)

Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering. - Ziyu Zhao 001; Tao Shen 002; Didi Zhu; Zexi Li 001; Jing Su; Xuwu Wang; Fei Wu 001 (ICLR, 2025)

REMEDY: Recipe Merging Dynamics in Large Vision-Language Models. - Didi Zhu; Yibing Song; Tao Shen 002; Ziyu Zhao 001; Jinluan Yang; Min Zhang 005; Chao Wu 001 (ICLR, 2025)

Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning. - Ziyu Zhao 001; Yixiao Zhou; Didi Zhu; Tao Shen 002; Xuwu Wang; Jing Su; Kun Kuang; Zhongyu Wei; Fei Wu 001; Yu Cheng (CoRR, 2025)

Networked Instrumental Variable for Treatment Effect Estimation With Unobserved Confounders. - Ziyu Zhao 001; Anpeng Wu; Kun Kuang; Ruoxuan Xiong; Bo Li 064; Zhihua Wang 008; Fei Wu 001 (IEEE Trans. Knowl. Data Eng., 2025)

Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices. - Tao Shen 002; Didi Zhu; Ziyu Zhao 001; Chao Wu 001; Fei Wu 001 (CoRR, 2025)

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (CoRR, 2025)

FedEve: On Bridging the Client Drift and Period Drift for Cross-device Federated Learning. - Tao Shen 002; Zexi Li 001; Didi Zhu; Ziyu Zhao 001; Chao Wu 001; Fei Wu 001 (CoRR, 2025)