Tianyu Fan

According to our database, Tianyu Fan authored at least 25 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

DeepInnovator: Triggering the Innovative Capabilities of LLMs.

Tianyu Fan, Fengji Zhang, Yuxiang Zheng, Bei Chen, Xinyao Niu, Chengen Huang, Junyang Lin, Chao Huang

CoRR, February, 2026

Why Your Deep Research Agent Fails? On Hallucination Evaluation in Full Research Trajectory.

Yuhao Zhan, Tianyu Fan, Linxuan Huang, Zirui Guo, Chao Huang

CoRR, January, 2026

Correlation Analysis of Operational Safety Risks in Inter-Basin Water Transfer Projects Based on ISM-Copula.

Tianyu Fan, Zhiyong Li, Qikai Li, Bo Wang, Xiangtian Nie

Syst., 2026

2025

Needle in the Web: A Benchmark for Retrieving Targeted Web Pages in the Wild.

Yumeng Wang, Tianyu Fan, Lingrui Xu, Chao Huang

CoRR, December, 2025

AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets.

Tianyu Fan, Yuhao Yang, Yangqin Jiang, Yifei Zhang, Yuxuan Chen, Chao Huang

CoRR, December, 2025

Understanding DeepResearch via Reports.

Tianyu Fan, Xinyao Niu, Yuxiang Zheng, Fengji Zhang, Chengen Huang, Bei Chen, Junyang Lin, Chao Huang

CoRR, October, 2025

AutoAgent: A Fully-Automated and Zero-Code Framework for LLM Agents.

Jiabin Tang, Tianyu Fan, Chao Huang

CoRR, February, 2025

Tumor Detection, Segmentation and Classification Challenge on Automated 3D Breast Ultrasound: The TDSC-ABUS Challenge.

Gongning Luo, Mingwang Xu, Hongyu Chen, Xinjie Liang, Xing Tao, Dong Ni, Hyunsu Jeong, Chulhong Kim, Raphael Stock, Michael Baumgartner, Yannick Kirchhoff, Maximilian Rokuss, Klaus H. Maier-Hein, Zhikai Yang, Tianyu Fan, Nicolas Boutry, Dmitry Tereshchenko, Arthur Moine, Maximilien Charmetant, Jan Sauer, Hao Du, Xiang-Hui Bai, Vipul Pai Raikar, Ricardo Montoya-del-Angel, Robert Marti, Miguel Luna, Dongmin Lee, Abdul Qayyum, Moona Mazher, Qihui Guo, Changyan Wang, Navchetan Awasthi, Qiaochu Zhao, Wei Wang, Kuanquan Wang, Qiucheng Wang, Suyu Dong

CoRR, January, 2025

MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation.

Tianyu Fan, Jingyuan Wang, Xubin Ren, Chao Huang

CoRR, January, 2025

Evolutionary Modeling of Risk Transfer for Safe Operation of Inter-Basin Water Transfer Projects Using Dempster-Shafer and Bayesian Network.

Tianyu Fan, Qikai Li, Bo Wang, Zhiyong Li, Xiangtian Nie

Syst., 2025

Low-delay haptic texture display method based on user action information and texture image.

Dapeng Chen, Yi Ding, Geng Chen, Tianyu Fan, Jia Liu, Aiguo Song

Int. J. Hum. Comput. Stud., 2025

Leveraging Multi-Modal Generative Adversarial Networks (GANs) for Synthetic Crime Data Simulation.

Tianyu Fan, Xiangyang Hu, Yuanhao Shi

Int. J. Artif. Intell. Tools, 2025

Bandwidth Extension System for Throat Microphone Speech Reconstruction.

Yu Xu, Xiaokai Qin, Tianyu Fan, Eng Siong Chng, Sheng Li, Nobuaki Minematsu, Daisuke Saito

Proceedings of the IEEE International Conference on Multimedia and Expo, ICME 2025 - Workshops, Nantes, France, June 30, 2025

Speech Enhancement Using Continuous Embeddings of Neural Audio Codec.

Haoyang Li, Jia Qi Yip, Tianyu Fan, Eng Siong Chng

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Exercise Promotion System for Single Households Based on Agent-Oriented IoT Architecture.

Taku Yamazaki, Tianyu Fan, Takumi Miyoshi

Sensors, April, 2024

Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks.

Tianyu Fan, Lirong Wu, Yufei Huang, Haitao Lin, Cheng Tan, Zhangyang Gao, Stan Z. Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns.

Yifei Sun, Qi Zhu, Yang Yang, Chunping Wang, Tianyu Fan, Jiajun Zhu, Lei Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting It into MLPs: An Effective GNN-to-MLP Distillation Framework.

Lirong Wu, Haitao Lin, Yufei Huang, Tianyu Fan, Stan Z. Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Automated Graph Self-supervised Learning via Multi-teacher Knowledge Distillation.

Lirong Wu, Yufei Huang, Haitao Lin, Zicheng Liu, Tianyu Fan, Stan Z. Li

CoRR, 2022

2021

3D human pose estimation base on weighted joint loss.

Chao Wang, Chun Zhang, Jinghao Wang, Tianyu Fan, Xiang Xie

Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

2020

Advanced delay assured numerical heuristic modelling for peer to peer project management in cloud assisted internet of things platform.

Bo Wang, Tianyu Fan, Xiangtian Nie

Peer-to-Peer Netw. Appl., 2020

Optimization of operation safety risk indicator based on grey relational and sensitivity analysis of the south-to-north water diversion project.

Xiangtian Nie, Tianyu Fan, Bo Wang, Han Wu

J. Intell. Fuzzy Syst., 2020

Big Data analytics and IoT in Operation safety management in Under Water Management.

Xiangtian Nie, Tianyu Fan, Bo Wang, Zhiyong Li, Achyut Shankar, Adhiyaman Manickam

Comput. Commun., 2020

2019

Analysis of the Transmission of Project Duration and Cost Impacts Based on the GERT Network Technique.

Zhiyong Li, Xiangtian Nie, Bo Wang, Tianyu Fan

Symmetry, 2019

Research and analysis on the coordination mechanism of financial innovation and economic growth based on BP neural network.

Bo Wang, Tianyu Fan, Zhiyong Li, Xiangtian Nie

J. Intell. Fuzzy Syst., 2019