| 2026 | GECCO | Surrogate-Assisted Evolutionary Multi-Agent Reinforcement Learning with Adaptive Fitness Evaluation. | Cong Yu, Yuxing Wang, Xinyang Li, Zaihui Yang, Haoyu Wang, Junbo Tan, Yongzhe Chang, Tiantian Zhang, Xueqian Wang |
| 2025 | CVPR | Hybrid Reciprocal Transformer with Triplet Feature Alignment for Scene Graph Generation. | Jiawei Fu, Tiantian Zhang, Kai Chen, Qi Dou |
| 2025 | EMNLP | Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support. | Cen Mia Zhao, Tiantian Zhang, Hanchen Su, Yufeng Wayne Zhang, Shaowei Su, Mingzhi Xu, Yu Liu, Wei Han, Jeremy Werner, Claire Na Cheng, Yashar Mehdad |
| 2025 | VTC | Energy-Efficient Computation Offloading in Meta Computing: Joint Power and Resource Optimization with Statistical CSI. | Yiliang Liu, Junhao Li, Tiantian Zhang, Zhou Su |
| 2024 | CVPR | Augmented Self-Mask Attention Transformer for Naturalistic Driving Action Recognition. | Tiantian Zhang, Qingtian Wang, Xiaodong Dong, Wenqing Yu, Hao Sun, Xuyang Zhou, Aigong Zhen, Shun Cui, Dong Wu, Zhongjiang He |
| 2024 | GLOBECOM | Trajectory Design for Throughput Maximization with Fairness Assurance in UAV-RIS Communications. | Sihui Shang, Tiantian Zhang, Dongyang Xu, Anwer Al-Dulaimi, Shahid Mumtaz |
| 2024 | MICCAI | Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring. | Tiantian Zhang, Manxi Lin, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou |
| 2024 | WCNC | Implementation and Evaluation of Semantic Communication on SDR Based LoRa Platform. | Jing Ma, Dongyang Xu, Tiantian Zhang, Keping Yu |
| 2023 | CoRL | PreCo: Enhancing Generalization in Co-Design of Modular Soft Robots via Brain-Body Pre-Training. | Yuxing Wang, Shuang Wu, Tiantian Zhang, Yongzhe Chang, Haobo Fu, Qiang Fu, Xueqian Wang |
| 2023 | CVPR | An Effective Motorcycle Helmet Object Detection Framework for Intelligent Traffic Safety. | Shun Cui, Tiantian Zhang, Hao Sun, Xuyang Zhou, Wenqing Yu, Aigong Zhen, Qihang Wu, Zhongjiang He |
| 2023 | ICASSP | Joint Modeling for ASR Correction and Dialog State Tracking. | Deyuan Wang, Tiantian Zhang, Caixia Yuan, Xiaojie Wang |
| 2023 | ICLR | Curriculum-based Co-design of Morphology and Control of Voxel-based Soft Robots. | Yuxing Wang, Shuang Wu, Haobo Fu, Qiang Fu, Tiantian Zhang, Yongzhe Chang, Xueqian Wang |
| 2023 | IWCMC | DFFNet: Deep Federated Radio Fingerprinting Based on Fractional Wavelet Scattering Network. | Tiantian Zhang, Dongyang Xu, Pinyi Ren |
| 2023 | VTC | Implementation and Evaluation of Physical Layer Key Generation on SDR based LoRa Platform. | Yingying Hu, Dongyang Xu, Tiantian Zhang |
| 2023 | WCNC | Deep Radio Frequency Fingerprinting Based on Wavelet Scattering Network. | Jing Ma, Pinyi Ren, Tiantian Zhang, Zhanyi Ren, Dongyang Xu |
| 2023 | WCNC | Noise-Tolerant Radio Frequency Fingerprinting With Data Augmentation and Contrastive Learning. | Zhanyi Ren, Pinyi Ren, Dongyang Xu, Tiantian Zhang |
| 2022 | GLOBECOM | DFSNet: Deep Fractional Scattering Network for LoRa Fingerprinting. | Tiantian Zhang, Pinyi Ren, Dongyang Xu, Zhanyi Ren |
| 2022 | VTC | FWSResNet: An Edge Device Fingerprinting Framework Based on Scattering and Convolutional Networks. | Tiantian Zhang, Pinyi Ren, Zhanyi Ren, Dongyang Xu |
| 2022 | WCNC | Deep RF Device Fingerprinting by Semi-Supervised Learning with Meta Pseudo Time-Frequency Labels. | Zhanyi Ren, Pinyi Ren, Tiantian Zhang |
| 2021 | VTC | Deep Radio Fingerprint ResNet for Reliable Lightweight Device Identification. | Tiantian Zhang, Pinyi Ren, Zhanyi Ren |
| 2019 | ACML | Self-Weighted Multi-View Clustering with Deep Matrix Factorization. | Beilei Cui, Hong Yu, Tiantian Zhang, Siwen Li |
| 2019 | Qshine | Privacy Protection Routing and a Self-organized Key Management Scheme in Opportunistic Networks. | Yang Qin, Tiantian Zhang, Mengya Li |
| 2018 | ACML | Co-regularized Multi-view Subspace Clustering. | Hong Yu, Tiantian Zhang, Yahong Lian, Yu Cai |
| 2018 | COMPSAC | Web Items Recommendation Based on Multi-View Clustering. | Hong Yu, Tiantian Zhang, JiaXin Chen, Chen Guo, Yahong Lian |
| 2017 | VTC | Image Compressed Sensing Reconstruction by Collaborative Use of Statistical and Structural Priors. | Huan Huang, Shaohua Wu, Tiantian Zhang, Bin Cao, Qinyu Zhang |
| 2016 | IDEAL | Visualizing MOOC User Behaviors: A Case Study on XuetangX. | Tiantian Zhang, Bo Yuan |
| 2016 | IDEAL | Ubiquitous Robot: A New Paradigm for Intelligence. | Tiantian Zhang, Bo Yuan, Tao Meng, Yinghao Ren, Houde Liu, Xueqian Wang |
| 2015 | GECCO | SPRINT Multi-Objective Model Racing. | Tiantian Zhang, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
| 2014 | GECCO | Online model racing based on extreme performance. | Tiantian Zhang, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
| 2013 | GECCO | S-Race: a multi-objective racing algorithm. | Tiantian Zhang, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
| 2012 | GECCO | A winner-take-all methodology: finding the best evolutionary algorithm for the global optimization of functions. | Tiantian Zhang, Giselle Borrero, Michael Georgiopoulos |
| 2011 | IJCNN | Multi-objective evolutionary optimization of exemplar-based classifiers: A PNN test case. | Talitha Rubio, Tiantian Zhang, Michael Georgiopoulos, Assem Kaylani |
| 2009 | CEC | Multi-car elevator group supervisory control system using Genetic Network Programming. | Lu Yu, Shingo Mabu, Tiantian Zhang, Shinji Eto, Kotaro Hirasawa |
| 2009 | SMC | A Study on Energy Consumption of Elevator Group Supervisory Control Systems using Genetic Network Programming. | Lu Yu, Shingo Mabu, Tiantian Zhang, Kotaro Hirasawa, Tsuyoshi Ueno |
| 2005 | CSCWD | Carrying on Automatic Service Recommendation by Agents. | Tiantian Zhang, Junzhou Luo, Weining Kong |
| 2005 | CSCWD | An agent-based Web service searching model. | Tiantian Zhang, Junzhou Luo, Weining Kong |