Tianyang Han

According to our database, Tianyang Han authored at least 24 papers between 2019 and 2026.

Collaborative distances:

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

2026

Replacement Learning: Training Neural Networks with Fewer Parameters.

Yuming Zhang, Peizhe Wang, Tianyang Han, Hengyu Shi, Junhao Su, Dongzhi Guan, Jiabin Liu, Jiaji Wang

CoRR, May, 2026

Rethinking Local Learning: A Cheaper and Faster Recipe for LLM Post-Training.

Hengyu Shi, Tianyang Han, Peizhe Wang, Zhiling Wang, Xu Yang, Junhao Su

CoRR, May, 2026

Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards.

Tianyang Han, Hengyu Shi, Junjie Hu, Xu Yang, Zhiling Wang, Junhao Su

CoRR, May, 2026

2025

Beyond Words and Pixels: A Benchmark for Implicit World Knowledge Reasoning in Generative Models.

Tianyang Han, Junhao Su, Junjie Hu, Peizhen Yang, Hengyu Shi, Junfeng Luo, Jialin Gao

CoRR, November, 2025

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions.

Junhao Su, Yuanliang Wan, Junwei Yang, Hengyu Shi, Tianyang Han, Junfeng Luo, Yurui Qiu

CoRR, September, 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, July, 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, July, 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, June, 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

Personalized Visual Instruction Tuning.

Renjie Pi, Jianshu Zhang, Tianyang Han, Jipeng Zhang, Rui Pan, Tong Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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., October, 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, Zhenguo Li

CoRR, 2024

The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs.

Tianyang Han, Qing Lian, Rui Pan, Renjie Pi, Jipeng Zhang, Shizhe Diao, Yong Lin, Tong Zhang

CoRR, 2024

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance.

Renjie Pi, Tianyang Han, Yueqi Xie, Rui Pan, Qing Lian, Hanze Dong, Jipeng Zhang, Tong Zhang

CoRR, 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

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance.

Renjie Pi, Tianyang Han, Jianshu Zhang, Yueqi Xie, Rui Pan, Qing Lian, Hanze Dong, Jipeng Zhang, Tong Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

The Instinctive Bias: Spurious Images lead to Illusion in MLLMs.

Tianyang Han, Qing Lian, Rui Pan, Renjie Pi, Jipeng Zhang, Shizhe Diao, Yong Lin, Tong Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization.

Renjie Pi, Tianyang Han, Wei Xiong, Jipeng Zhang, Runtao Liu, Rui Pan, Tong Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

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., January, 2023

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

QueueLearner: A Knowledge-Combined Reinforcement Learning to Understand Queuing Evolution in Isolated Traffic Signal Control.

Tianyang Han, Takashi Oguchi, Suxing Lyu

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

WaveLearner: A Knowledge-Combined Reinforcement Learning to Understand Coordinated Traffic Signal Control along Urban Arteries.

Tianyang Han, Suxing Lyu, Takashi Oguchi

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

A plug-in memory network for trip purpose classification.

Suxing Lyu, Tianyang Han, Yuuki Nishiyama, Kaoru Sezaki, Takahiko Kusakabe

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2019

Large-scale Traffic Data Imputation Using Matrix Completion on Graphs.

Tianyang Han, Kentaro Wada, Takashi Oguchi

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019