MHAT: An efficient model-heterogenous aggregation training scheme for federated learning. - Li Hu; Hongyang Yan; Lang Li; Zijie Pan; Xiaozhang Liu; Zulong Zhang (Inf. Sci., 2021)

PNAS: A privacy preserving framework for neural architecture search services. - Zijie Pan; Jiajin Zeng; Riqiang Cheng; Hongyang Yan; Jin Li 002 (Inf. Sci., 2021)

Tutorials at The Web Conference 2023. - Valeria Fionda; Olaf Hartig; Reyhaneh Abdolazimi; Sihem Amer-Yahia; Hongzhi Chen; Xiao Chen 016; Peng Cui 001; Jeffrey Dalton 001; Xin Luna Dong; Lisette Espín-Noboa; Wenqi Fan; Manuela Fritz; et al. (WWW (Companion Volume), 2023)

Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting. - Zeyu Yang 004; Hongye Yang; Zijie Pan; Xiatian Zhu; Li Zhang 040 (CoRR, 2023)

Privacy-Preserving Multi-Granular Federated Neural Architecture Search - A General Framework. - Zijie Pan; Li Hu; Weixuan Tang; Jin Li 002; Yi He 007; Zheli Liu (IEEE Trans. Knowl. Data Eng., 2023)

FedECG: A federated semi-supervised learning framework for electrocardiogram abnormalities prediction. - Zuobin Ying; Guoyang Zhang; Zijie Pan; Chiawei Chu; Ximeng Liu (J. King Saud Univ. Comput. Inf. Sci., 2023)

Membership reconstruction attack in deep neural networks. - Yucheng Long; Zuobin Ying; Hongyang Yan; Ranqing Fang; Xingyu Li; Yajie Wang; Zijie Pan (Inf. Sci., 2023)

Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping. - Zijie Pan; Jiachen Lu; Xiatian Zhu; Li Zhang 040 (ICLR, 2024)

Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting. - Zeyu Yang 004; Hongye Yang; Zijie Pan; Li Zhang 040 (ICLR, 2024)

S2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting. - Zijie Pan; Yushan Jiang; Sahil Garg; Anderson Schneider; Yuriy Nevmyvaka; Dongjin Song (ICML, 2024)

Empowering Time Series Analysis with Large Language Models: A Survey. - Yushan Jiang; Zijie Pan; Xikun Zhang 002; Sahil Garg; Anderson Schneider; Yuriy Nevmyvaka; Dongjin Song (IJCAI, 2024)

Tetrahedron Splatting for 3D Generation. - Chun Gu; Zeyu Yang 004; Zijie Pan; Xiatian Zhu; Li Zhang 040 (NeurIPS, 2024)

An Efficient Federated Meta Unlearning Algorithm with Enhanced Privacy Protection. - Yani Wang; Zuobin Ying; Zijie Pan; Enmin Zhu; Wanlei Zhou 001 (NPC (2), 2024)

Model architecture level privacy leakage in neural networks. - Yan Li; Hongyang Yan; Teng Huang 001; Zijie Pan; Jiewei Lai; Xiaoxue Zhang; Kongyang Chen; Jin Li 002 (Sci. China Inf. Sci., 2024)

Fast Dynamic 3D Object Generation from a Single-view Video. - Zijie Pan; Zeyu Yang 004; Xiatian Zhu; Li Zhang 040 (CoRR, 2024)

Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements. - Jiahui Zhao; Ziyi Meng; Stepan Gordeev; Zijie Pan; Dongjin Song; Sandro Steinbach; Caiwen Ding (CoRR, 2024)

Structural Knowledge Informed Continual Multivariate Time Series Forecasting. - Zijie Pan; Yushan Jiang; Dongjin Song; Sahil Garg; Kashif Rasul; Anderson Schneider; Yuriy Nevmyvaka (CoRR, 2024)

S2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting. - Zijie Pan; Yushan Jiang; Sahil Garg; Anderson Schneider; Yuriy Nevmyvaka; Dongjin Song (CoRR, 2024)

Diffusion2: Dynamic 3D Content Generation via Score Composition of Orthogonal Diffusion Models. - Zeyu Yang 004; Zijie Pan; Chun Gu; Li Zhang 040 (CoRR, 2024)

International Trade Flow Prediction with Bilateral Trade Provisions. - Zijie Pan; Stepan Gordeev; Jiahui Zhao; Ziyi Meng; Caiwen Ding; Sandro Steinbach; Dongjin Song (CoRR, 2024)

Driving Scene Synthesis on Free-form Trajectories with Generative Prior. - Zeyu Yang 004; Zijie Pan; Yuankun Yang; Xiatian Zhu; Li Zhang 040 (CoRR, 2024)

4D Gaussian Splatting: Modeling Dynamic Scenes with Native 4D Primitives. - Zeyu Yang 004; Zijie Pan; Xiatian Zhu; Li Zhang 040; Yu-Gang Jiang 001; Philip H. S. Torr (CoRR, 2024)

Machine unlearning in brain-inspired neural network paradigms. - Chaoyi Wang; Zuobin Ying; Zijie Pan (Frontiers Neurorobotics, 2024)

HP-MIA: A novel membership inference attack scheme for high membership prediction precision. - Shi Chen; Wennan Wang; Yubin Zhong; Zuobin Ying; Weixuan Tang; Zijie Pan (Comput. Secur., 2024)

One-Shot Backdoor Removal for Federated Learning. - Zijie Pan; Zuobin Ying; Yajie Wang; Chuan Zhang 003; Chunhai Li; Liehuang Zhu (IEEE Internet Things J., 2024)

Personalized Label Inference Attack in Federated Transfer Learning via Contrastive Meta Learning. - Hanyu Zhao; Zijie Pan; Yajie Wang; Zuobin Ying; Lei Xu; Yu-An Tan 001 (AAAI, 2025)

Diffusion2: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models. - Zeyu Yang 004; Zijie Pan; Chun Gu; Li Zhang 040 (ICLR, 2025)

Harnessing Large Language Models for question answering over complex tables. - Jian Lyu; Zuobin Ying; Ning Shi; Jingfeng Xue; Zijie Pan; Weiping Ding 001; Wanlei Zhou 001 (Eng. Appl. Artif. Intell., 2025)

A robust and efficient authentication and key agreement for UAV-assisted AGS communication in internet of vessels. - Shang Gao; Zuobin Ying; Zijie Pan; Jianping Cai; Maode Ma (J. King Saud Univ. Comput. Inf. Sci., 2025)

Secure Multi-Party Learning: Fundamentals, Frameworks, State of the Art, Trends, and Challenges. - Yuhang Li; Yajie Wang; Qing Fan; Zijie Pan; Yan Wu 014; Zijian Zhang 001; Liehuang Zhu; Wanlei Zhou 001 (IEEE Trans. Netw. Sci. Eng., 2025)

TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster. - Kanghui Ning; Zijie Pan; Yu Liu; Yushan Jiang; James Y. Zhang; Kashif Rasul; Anderson Schneider; Lintao Ma; Yuriy Nevmyvaka; Dongjin Song (CoRR, 2025)

Multi-modal Time Series Analysis: A Tutorial and Survey. - Yushan Jiang; Kanghui Ning; Zijie Pan; Xuyang Shen; Jingchao Ni; Wenchao Yu; Anderson Schneider; Haifeng Chen; Yuriy Nevmyvaka; Dongjin Song (CoRR, 2025)

Feature-Based Machine Unlearning for Vertical Federated Learning in IoT Networks. - Zijie Pan; Zuobin Ying; Yajie Wang; Chuan Zhang 003; Weiting Zhang; Wanlei Zhou 001; Liehuang Zhu (IEEE Trans. Mob. Comput., 2025)