Runtao Liu

According to our database, Runtao Liu authored at least 33 papers between 2017 and 2026.

Collaborative distances:

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

2026

AvatarPointillist: AutoRegressive 4D Gaussian Avatarization.

Hongyu Liu, Xuan Wang, Zijian Wu, Yating Wang, Ziyu Wan, Yue Ma, Runtao Liu, Boyao Zhou, Yujun Shen, Qifeng Chen

CoRR, April, 2026

Multi-granularity cross-modal representation for occlusion-invariant group re-identification.

Yu Chen, Guoqing Zhang, Jiangxiangyu Lou, Xiaoshu Sun, Runtao Liu, Shan Yang, Yadang Chen

Vis. Comput., March, 2026

RenderFlow: Single-Step Neural Rendering via Flow Matching.

Shenghao Zhang, Runtao Liu, Christopher Schroers, Yang Zhang

CoRR, January, 2026

LongVideoAgent: Multi-Agent Reasoning with Long Videos.

Runtao Liu, Ziyi Liu, Jiaqi Tang, Yue Ma, Renjie Pi, Jipeng Zhang, Qifeng Chen

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding.

Jiaqi Tang, Jianmin Chen, Wei Wei, Xiaogang Xu, Runtao Liu, Xiangyu Wu, Qipeng Xie, Jiafei Wu, Lei Zhang, Qifeng Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Follow-Your-Instruction: A Comprehensive MLLM Agent for World Data Synthesis.

Kunyu Feng, Yue Ma, Xinhua Zhang, Boshi Liu, Yikuang Yuluo, Yinhan Zhang, Runtao Liu, Hongyu Liu, Zhiyuan Qin, Shanhui Mo, Qifeng Chen, Zeyu Wang

CoRR, August, 2025

VL-GenRM: Enhancing Vision-Language Verification via Vision Experts and Iterative Training.

Jipeng Zhang, Kehao Miao, Renjie Pi, Zhaowei Wang, Runtao Liu, Rui Pan, Tong Zhang

CoRR, June, 2025

Fake it till You Make it: Reward Modeling as Discriminative Prediction.

Runtao Liu, Jiahao Zhan, Yingqing He, Chen Wei, Alan L. Yuille, Qifeng Chen

CoRR, June, 2025

Expert-scoring guided global information interaction network for lightweight image super-resolution.

Huan Yang, Runtao Liu, Xiaotong Zhou, Yuhui Zheng, Ru Zhao

Image Vis. Comput., 2025

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models.

Zhenxing Mi, Kuan-Chieh Wang, Guocheng Qian, Hanrong Ye, Runtao Liu, Sergey Tulyakov, Kfir Aberman, Dan Xu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

AlignGuard: Scalable Safety Alignment for Text-to-Image Generation.

Runtao Liu, Chen I Chieh, Jindong Gu, Jipeng Zhang, Renjie Pi, Qifeng Chen, Philip Torr, Ashkan Khakzar, Fabio Pizzati

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

UTMath: A Benchmark for Math Evaluation with Unit Test.

Bo Yang, Qingping Yang, Yingwei Ma, Runtao Liu

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

Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models.

Renjie Pi, Kehao Miao, Li Peihang, Runtao Liu, Jiahui Gao, Jipeng Zhang, Xiaofang Zhou

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

VideoDPO: Omni-Preference Alignment for Video Diffusion Generation.

Runtao Liu, Haoyu Wu, Ziqiang Zheng, Chen Wei, Yingqing He, Renjie Pi, Qifeng Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language.

Jipeng Zhang, Jianshu Zhang, Yuanzhe Li, Renjie Pi, Rui Pan, Runtao Liu, Ziqiang Zheng, Tong Zhang

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

2024

ModelGrow: Continual Text-to-Video Pre-training with Model Expansion and Language Understanding Enhancement.

Zhefan Rao, Liya Ji, Yazhou Xing, Runtao Liu, Zhaoyang Liu, Jiaxin Xie, Ziqiao Peng, Yingqing He, Qifeng Chen

CoRR, 2024

SafetyDPO: Scalable Safety Alignment for Text-to-Image Generation.

Runtao Liu, Chen I Chieh, Jindong Gu, Jipeng Zhang, Renjie Pi, Qifeng Chen, Philip Torr, Ashkan Khakzar, Fabio Pizzati

CoRR, 2024

UTMath: Math Evaluation with Unit Test via Reasoning-to-Coding Thoughts.

Bo Yang, Qingping Yang, Runtao Liu

CoRR, 2024

Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code.

Jipeng Zhang, Jianshu Zhang, Yuanzhe Li, Renjie Pi, Rui Pan, Runtao Liu, Ziqiang Zheng, Tong Zhang

CoRR, 2024

LLMs Meet Multimodal Generation and Editing: A Survey.

Yingqing He, Zhaoyang Liu, Jingye Chen, Zeyue Tian, Hongyu Liu, Xiaowei Chi, Runtao Liu, Ruibin Yuan, Yazhou Xing, Wenhai Wang, Jifeng Dai, Yong Zhang, Wei Xue, Qifeng Liu, Yike Guo, Qifeng Chen

CoRR, 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

Latent Guard: A Safety Framework for Text-to-Image Generation.

Runtao Liu, Ashkan Khakzar, Jindong Gu, Qifeng Chen, Philip Torr, Fabio Pizzati

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

SketchInverter: Multi-Class Sketch-Based Image Generation via GAN Inversion.

Zirui An, Jingbo Yu, Runtao Liu, Chuang Wang, Qian Yu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

3D Shape Reconstruction from Free-Hand Sketches.

Jiayun Wang, Jierui Lin, Qian Yu, Runtao Liu, Yubei Chen, Stella X. Yu

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

The Emergence of Objectness: Learning Zero-shot Segmentation from Videos.

Runtao Liu, Zhirong Wu, Stella X. Yu, Stephen Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Unsupervised Sketch to Photo Synthesis.

Runtao Liu, Qian Yu, Stella X. Yu

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

An Unpaired Sketch-to-Photo Translation Model.

Runtao Liu, Qian Yu, Stella X. Yu

CoRR, 2019

CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions.

Runtao Liu, Chenxi Liu, Yutong Bai, Alan L. Yuille

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2017

Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge.

Wenhao Zhang, Liangcai Gao, Runtao Liu

CoRR, 2017

Automatic Document Metadata Extraction Based on Deep Networks.

Runtao Liu, Liangcai Gao, Dong An, Zhuoren Jiang, Zhi Tang

Proceedings of the Natural Language Processing and Chinese Computing, 2017

A Symbol Dominance Based Formulae Recognition Approach for PDF Documents.

Xiaode Zhang, Liangcai Gao, Ke Yuan, Runtao Liu, Zhuoren Jiang, Zhi Tang

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

CNN Based Page Object Detection in Document Images.

Xiaohan Yi, Liangcai Gao, Yuan Liao, Xiaode Zhang, Runtao Liu, Zhuoren Jiang

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Citation Metadata Extraction via Deep Neural Network-based Segment Sequence Labeling.

Dong An, Liangcai Gao, Zhuoren Jiang, Runtao Liu, Zhi Tang

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017