Large-scale Traffic Data Imputation Using Matrix Completion on Graphs. - Tianyang Han; Kentaro Wada; Takashi Oguchi (ITSC, 2019)

A plug-in memory network for trip purpose classification. - Suxing Lyu; Tianyang Han; Yuuki Nishiyama; Kaoru Sezaki; Takahiko Kusakabe (SIGSPATIAL/GIS, 2022)

WaveLearner: A Knowledge-Combined Reinforcement Learning to Understand Coordinated Traffic Signal Control along Urban Arteries. - Tianyang Han; Suxing Lyu; Takashi Oguchi (ITSC, 2022)

QueueLearner: A Knowledge-Combined Reinforcement Learning to Understand Queuing Evolution in Isolated Traffic Signal Control. - Tianyang Han; Takashi Oguchi; Suxing Lyu (ITSC, 2022)

DEMOC: a deep embedded multi-omics learning approach for clustering single-cell CITE-seq data. - Guanhua Zou; Yilong Lin; Tianyang Han; Le Ou-Yang (Briefings Bioinform., 2022)

A Dual-Flow Attentive Network With Feature Crossing for Chained Trip Purpose Inference. - Suxing Lyu; Tianyang Han; Peiran Li; Xingyu Luo; Takahiko Kusakabe (IEEE Trans. Intell. Transp. Syst., 2023)

Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization. - Renjie Pi; Tianyang Han; Wei Xiong 015; Jipeng Zhang; Runtao Liu; Rui Pan 002; Tong Zhang 001 (ECCV (33), 2024)

The Instinctive Bias: Spurious Images lead to Illusion in MLLMs. - Tianyang Han; Qing Lian; Rui Pan 002; Renjie Pi; Jipeng Zhang; Shizhe Diao; Yong Lin; Tong Zhang 001 (EMNLP, 2024)

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance. - Renjie Pi; Tianyang Han; Jianshu Zhang 003; Yueqi Xie; Rui Pan 002; Qing Lian; Hanze Dong; Jipeng Zhang; Tong Zhang 001 (EMNLP, 2024)

Intersection Dynamics-Aware Continuous Learning in Adaptive Traffic Signal Control Featuring Fast Startup and Adaptation. - Jialong Feng; Hong Zhu; Keshuang Tang; Tianyang Han; Zhixian Tang (ITSC, 2024)

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance. - Renjie Pi; Tianyang Han; Yueqi Xie; Rui Pan 002; Qing Lian; Hanze Dong; Jipeng Zhang; Tong Zhang 001 (CoRR, 2024)

The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs. - Tianyang Han; Qing Lian; Rui Pan 002; Renjie Pi; Jipeng Zhang; Shizhe Diao; Yong Lin; Tong Zhang 001 (CoRR, 2024)

CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration. - Jiahui Gao; Renjie Pi; Tianyang Han; Han Wu; Lanqing Hong; Lingpeng Kong; Xin Jiang 002; Zhenguo Li (CoRR, 2024)

A Coordination Graph Based Framework for Network Traffic Signal Control. - Hong Zhu; Fengmei Sun; Keshuang Tang; Tianyang Han; Junping Xiang (IEEE Trans. Intell. Transp. Syst., 2024)

Personalized Visual Instruction Tuning. - Renjie Pi; Jianshu Zhang 003; Tianyang Han; Jipeng Zhang; Rui Pan 002; Tong Zhang 001 (ICLR, 2025)

An adaptive traffic signal control scheme with Proximal Policy Optimization based on deep reinforcement learning for a single intersection. - Lijuan Wang; Guoshan Zhang; Qiaoli Yang; Tianyang Han (Eng. Appl. Artif. Intell., 2025)

Can AI Master Econometrics? Evidence from Econometrics AI Agent on Expert-Level Tasks. - Qiang Chen; Tianyang Han; Jin Li; Ye Luo; Yuxiao Wu; Xiaowei Zhang; Tuo Zhou (CoRR, 2025)

PositionIC: Unified Position and Identity Consistency for Image Customization. - Junjie Hu; Tianyang Han; Kai Ma; Jialin Gao; Hao Dou; Song Yang; Xianhua He; Jianhui Zhang; Junfeng Luo; Xiaoming Wei; Wenqiang Zhang (CoRR, 2025)

MAN++: Scaling Momentum Auxiliary Network for Supervised Local Learning in Vision Tasks. - Junhao Su; Feiyu Zhu; Hengyu Shi; Tianyang Han; Yurui Qiu; Junfeng Luo; Xiaoming Wei; Jialin Gao (CoRR, 2025)