Kun Ouyang

According to our database, Kun Ouyang authored at least 29 papers between 2015 and 2026.

Collaborative distances:

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

2026

TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions.

Linli Yao, Yuancheng Wei, Yaojie Zhang, Lei Li, Xinlong Chen, Feifan Song, Ziyue Wang, Kun Ouyang, Yuanxin Liu, Lingpeng Kong, Qi Liu, Pengfei Wan, Kun Gai, Yuanxing Zhang, Xu Sun

CoRR, February, 2026

Video-o3: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning.

Xiangyu Zeng, Zhiqiu Zhang, Yuhan Zhu, Xinhao Li, Zikang Wang, Changlian Ma, Qingyu Zhang, Zizheng Huang, Kun Ouyang, Tianxiang Jiang, Ziang Yan, Yi Wang, Hongjie Zhang, Yali Wang, Limin Wang

CoRR, January, 2026

Beyond Playtesting: A Generative Multi-Agent Simulation System for Massively Multiplayer Online Games.

Ran Zhang, Kun Ouyang, Tiancheng Ma, Yida Yang, Dong Fang

Proceedings of the ACM Web Conference 2026, 2026

TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment.

Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Beyond Playtesting: A Generative Multi-Agent Simulation System for Massively Multiplayer Online Games.

Ran Zhang, Kun Ouyang, Tiancheng Ma, Yida Yang, Dong Fang

CoRR, December, 2025

Conan: Progressive Learning to Reason Like a Detective over Multi-Scale Visual Evidence.

Kun Ouyang, Yuanxin Liu, Linli Yao, Yishuo Cai, Hao Zhou, Jie Zhou, Fandong Meng, Xu Sun

CoRR, October, 2025

VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning?

Yuanxin Liu, Kun Ouyang, Haoning Wu, Yi Liu, Lin Sui, Xinhao Li, Yan Zhong, Y. Charles, Xinyu Zhou, Xu Sun

CoRR, May, 2025

Spatial-R1: Enhancing MLLMs in Video Spatial Reasoning.

Kun Ouyang

CoRR, April, 2025

TEMPLE:Temporal Preference Learning of Video LLMs via Difficulty Scheduling and Pre-SFT Alignment.

Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun

CoRR, March, 2025

Sentiment-Enhanced Graph-Based Sarcasm Explanation in Dialogue.

Kun Ouyang, Liqiang Jing, Xuemeng Song, Meng Liu, Yupeng Hu, Liqiang Nie

IEEE Trans. Multim., 2025

TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos.

Linli Yao, Yicheng Li, Yuancheng Wei, Lei Li, Shuhuai Ren, Yuanxin Liu, Kun Ouyang, Lean Wang, Shicheng Li, Sida Li, Lingpeng Kong, Qi Liu, Yuanxing Zhang, Xu Sun

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Generative Frame Sampler for Long Video Understanding.

Linli Yao, Haoning Wu, Kun Ouyang, Yuanxing Zhang, Caiming Xiong, Bei Chen, Xu Sun, Junnan Li

Proceedings of the Findings of the Association for Computational Linguistics, 2025

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension.

Kun Ouyang, Yuanxin Liu, Shicheng Li, Yi Liu, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM.

Kun Ouyang, Yi Liu, Shicheng Li, Ruihan Bao, Keiko Harimoto, Xu Sun

CoRR, 2024

2023

Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting.

Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann

IEEE Trans. Knowl. Data Eng., September, 2023

Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation.

Liqiang Jing, Xuemeng Song, Kun Ouyang, Mengzhao Jia, Liqiang Nie

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Fine-Grained Urban Flow Inference.

Kun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum

IEEE Trans. Knowl. Data Eng., 2022

Predicting Urban Water Quality With Ubiquitous Data - A Data-Driven Approach.

Ye Liu, Yuxuan Liang, Kun Ouyang, Shuming Liu, David S. Rosenblum, Yu Zheng

IEEE Trans. Big Data, 2022

TrajFormer: Efficient Trajectory Classification with Transformers.

Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Fine-Grained Urban Flow Prediction.

Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann

Proceedings of the WWW '21: The Web Conference 2021, 2021

Modeling Trajectories with Neural Ordinary Differential Equations.

Yuxuan Liang, Kun Ouyang, Hanshu Yan, Yiwei Wang, Zekun Tong, Roger Zimmermann

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

A Blockchain-Assisted Intelligent Transportation System Promoting Data Services with Privacy Protection.

Yuhong Li, Kun Ouyang, Nanxuan Li, Rahim Rahmani, Haojun Yang, Yiwei Pei

Sensors, 2020

Revisiting Convolutional Neural Networks for Urban Flow Analytics.

Yuxuan Liang, Kun Ouyang, Junbo Zhang, Yu Zheng, David S. Rosenblum

CoRR, 2020

Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics.

Yuxuan Liang, Kun Ouyang, Yiwei Wang, Ye Liu, Junbo Zhang, Yu Zheng, David S. Rosenblum

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Unsupervised Learning of Disentangled Location Embeddings.

Kun Ouyang, Yuxuan Liang, Ye Liu, David S. Rosenblum, Wenzhuo Yang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

UrbanFM: Inferring Fine-Grained Urban Flows.

Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

A Non-Parametric Generative Model for Human Trajectories.

Kun Ouyang, Reza Shokri, David S. Rosenblum, Wenzhuo Yang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2016

Mobile crowd-sensing context aware based fine-grained access control mode.

Dengpan Ye, Yuan Mei, Yueyun Shang, Jixiang Zhu, Kun Ouyang

Multim. Tools Appl., 2016

2015

Multidimensional Context Awareness in Mobile Devices.

Zhuo Wei, Robert H. Deng, Jialie Shen, Jixiang Zhu, Kun Ouyang, Yongdong Wu

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015