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Journal Articles
- 2026
[j14]Siyuan Liang
, Jiayang Liu, Jiecheng Zhai, Tianmeng Fang, Rongcheng Tu, Aishan Liu, Xiaochun Cao, Dacheng Tao:
T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models. Int. J. Comput. Vis. 134(4): 144 (2026)- [j13]Jin-Yu Liu, Xian-Ling Mao, Wen-Jin Ji, Rong-Cheng Tu, Heyan Huang:
Fine-Grained Feature-Driven Incomplete Multi-Modal Hashing. IEEE Trans. Circuits Syst. Video Technol. 36(6): 8659-8674 (2026) - [j12]Rong-Cheng Tu, Wenhao Sun, Zhao Jin, Jingyi Liao, Jiaxing Huang, Dacheng Tao:
SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing. IEEE Trans. Image Process. 35: 3085-3098 (2026) - [j11]Jianzhi Long, Rong-Cheng Tu, Dacheng Tao:
SimDEM: Audio-Driven Emotional Talking Head Generation With Simplified and Decoupled Expression Modeling. IEEE Trans. Multim. 28: 5798-5808 (2026) - 2025
- [j10]Rong-Cheng Tu, Yatai Ji, Jie Jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, Hongfa Wang, Yujiu Yang, Wei Liu:
Global and Local Semantic Completion Learning for Vision-Language Pre-Training. IEEE Trans. Pattern Anal. Mach. Intell. 47(12): 11065-11079 (2025) - [j9]Rong-Cheng Tu, Xian-Ling Mao, Jin-Yu Liu, Zi-Ao Ma, Tian Lan, Heyan Huang:
Prospective Layout-Guided Multi-Modal Online Hashing. IEEE Trans. Image Process. 34: 5935-5947 (2025) - [j8]Yang-Hao Zhou, Heyan Huang, Cunhan Guo, Rong-Cheng Tu, Zeyu Xiao, Bo Wang, Xian-Ling Mao:
ALOHA: Adapting Local Spatio-Temporal Context to Enhance the Audio-Visual Semantic Segmentation. ACM Trans. Multim. Comput. Commun. Appl. 21(6): 176:1-176:23 (2025) - 2024
- [j7]Rong-Cheng Tu, Xian-Ling Mao, Jinyu Liu, Yatai Ji, Wei Wei, Heyan Huang:
Similarity Transitivity Broken-Aware Multi-Modal Hashing. IEEE Trans. Knowl. Data Eng. 36(11): 7003-7014 (2024) - 2023
- [j6]Rong-Cheng Tu, Xian-Ling Mao, Kevin Qinghong Lin, Chengfei Cai, Weize Qin, Wei Wei, Hongfa Wang, Heyan Huang:
Unsupervised Hashing with Semantic Concept Mining. Proc. ACM Manag. Data 1(1): 3:1-3:19 (2023) - [j5]Rong-Cheng Tu, Jie Jiang, Qinghong Lin, Chengfei Cai, Shangxuan Tian, Hongfa Wang, Wei Liu:
Unsupervised Cross-Modal Hashing With Modality-Interaction. IEEE Trans. Circuits Syst. Video Technol. 33(9): 5296-5308 (2023) - [j4]Rong-Cheng Tu, Xian-Ling Mao, Rongxin Tu, Bin-Bin Bian, Chengfei Cai, Hongfa Wang, Wei Wei, Heyan Huang:
Deep Cross-Modal Proxy Hashing. IEEE Trans. Knowl. Data Eng. 35(7): 6798-6810 (2023) - [j3]Rong-Cheng Tu, Xian-Ling Mao, Qinghong Lin, Wenjin Ji, Weize Qin, Wei Wei, Heyan Huang:
Unsupervised Cross-Modal Hashing via Semantic Text Mining. IEEE Trans. Multim. 25: 8946-8957 (2023) - 2022
- [j2]Lei Ji, Rong-Cheng Tu, Kevin Lin, Lijuan Wang, Nan Duan:
Multimodal graph neural network for video procedural captioning. Neurocomputing 488: 88-96 (2022) - [j1]Rong-Cheng Tu, Xian-Ling Mao, Bing Ma, Yong Hu, Tan Yan, Wei Wei, Heyan Huang:
Deep Cross-Modal Hashing With Hashing Functions and Unified Hash Codes Jointly Learning. IEEE Trans. Knowl. Data Eng. 34(2): 560-572 (2022)
Conference and Workshop Papers
- 2026
- [c23]Yiyang Gu, Bohan Wu, Yifang Qin, Jiaru Tang, Rong-Cheng Tu, Zhiping Xiao, Taian Guo, Junyu Luo, Wei Ju, Xiao Luo, Dacheng Tao, Ming Zhang:
CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing. AAAI 2026: 4339-4347 - [c22]Jianzhi Long, Wenhao Sun, Rong-Cheng Tu, Dacheng Tao:
Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation. AAAI 2026: 7503-7511 - [c21]Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Xun Xu, Dacheng Tao, Xulei Yang:
AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. AAAI 2026: 15234-15242 - [c20]Yiyang Gu, Jiayue Fan, Kaili Liu, Bohan Wu, Binqi Chen, Zequn Liu, Zhiping Xiao, Rong-Cheng Tu, Xiao Luo, Ming Zhang:
EviRAG: Evidence-Guided Retrieval-Augmented Generation for Medical Vision-Language Models. SIGIR 2026: 3753-3758 - 2025
- [c19]Jin-Yu Liu, Xian-Ling Mao, Tian-Yi Che, Rong-Cheng Tu:
Distribution-Consistency-Guided Multi-modal Hashing. AAAI 2025: 12174-12182 - [c18]Yiwei Fu, Yuxing Zhang, Chunchun Chen, JianwenMa JianwenMa, Quan Yuan, Rong-Cheng Tu, Xinli Huang, Wei Ye, Xiao Luo, Minghua Deng:
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering. ACL (Findings) 2025: 6057-6072 - [c17]Rong-Cheng Tu, Zi-Ao Ma, Tian Lan, Yuehao Zhao, Heyan Huang, Xian-Ling Mao:
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark. ACL (1) 2025: 22340-22361 - [c16]Junyu Luo, Bohan Wu, Xiao Luo, Zhiping Xiao, Yiqiao Jin, Rong-Cheng Tu, Nan Yin, Yifan Wang, Jingyang Yuan, Wei Ju, Ming Zhang:
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives. ACL (1) 2025: 30904-30920 - [c15]Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Zhao Jin, Dacheng Tao:
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration. ICML 2025 - [c14]Yiyang Gu, Bohan Wu, Qinghua Ran, Rong-Cheng Tu, Xiao Luo, Zhiping Xiao, Wei Ju, Dacheng Tao, Ming Zhang:
SEGA: Shaping Semantic Geometry for Robust Hashing under Noisy Supervision. NeurIPS 2025 - [c13]Zhao Jin, Rong-Cheng Tu, Jingyi Liao, Wenhao Sun, Xiao Luo, Shunyu Liu, Dacheng Tao:
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding. NeurIPS 2025 - [c12]Jiayang Liu, Siyuan Liang, Shiqian Zhao, Rong-Cheng Tu, Wenbo Zhou, Aishan Liu, Dacheng Tao, Siew Kei Lam:
T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks. NeurIPS 2025 - [c11]Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Jingyi Liao, Zhao Jin, Shunyu Liu, Dacheng Tao:
VORTA: Efficient Video Diffusion via Routing Sparse Attention. NeurIPS 2025 - 2024
- [c10]Wenjin Ji, Xianling Mao, Jinyu Liu, Rongcheng Tu, Heyan Huang:
Data-Focus Proxy Hashing. CSCWD 2024: 3152-3157 - [c9]Guanqi Zhao, Xian-Ling Mao, Rong-Cheng Tu, Wenjin Ji, Heyan Huang:
Deep Foreground-Background Weighted Cross-modal Hashing. NLPCC (3) 2024: 433-445 - 2023
- [c8]Yatai Ji, Rongcheng Tu, Jie Jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, Hongfa Wang, Yujiu Yang, Wei Liu:
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning. CVPR 2023: 6789-6798 - [c7]Rong-Cheng Tu, Xian-Ling Mao, Wenjin Ji, Wei Wei, Heyan Huang:
Data-Aware Proxy Hashing for Cross-modal Retrieval. SIGIR 2023: 686-696 - 2022
- [c6]Kevin Qinghong Lin, Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. NeurIPS 2022 - 2021
- [c5]Rong-Cheng Tu, Lei Ji, Huaishao Luo, Botian Shi, Heyan Huang, Nan Duan, Xian-Ling Mao:
Hashing based Efficient Inference for Image-Text Matching. ACL/IJCNLP (Findings) 2021: 743-752 - [c4]Rong-Cheng Tu, Xian-Ling Mao, Cihang Kong, Zihang Shao, Zelin Li, Wei Wei, Heyan Huang:
Weighted Gaussian Loss based Hamming Hashing. ACM Multimedia 2021: 3409-3417 - [c3]Rong-Cheng Tu, Xian-Ling Mao, Jia-Nan Guo, Wei Wei, Heyan Huang:
Partial-Softmax Loss based Deep Hashing. WWW 2021: 2869-2878 - 2020
- [c2]Rong-Cheng Tu, Xianling Mao, Wei Wei:
MLS3RDUH: Deep Unsupervised Hashing via Manifold based Local Semantic Similarity Structure Reconstructing. IJCAI 2020: 3466-3472 - 2019
- [c1]Rong-Cheng Tu, Xianling Mao, Bo-Si Feng, Shu-ying Yu:
Object Detection based Deep Unsupervised Hashing. IJCAI 2019: 3606-3612
Informal and Other Publications
- 2026
- [i36]Yibo Wang, Yongcheng Jing, Shunyu Liu, Hao Guan, Rong-Cheng Tu, Chengyu Wang, Jun Huang, Dacheng Tao:
VTC-R1: Vision-Text Compression for Efficient Long-Context Reasoning. CoRR abs/2601.22069 (2026) - [i35]Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Zhao Jin, Jingyi Liao, Yongcheng Jing, Dacheng Tao:
SPA-Cache: Singular Proxies for Adaptive Caching in Diffusion Language Models. CoRR abs/2602.02544 (2026) - [i34]Yifei Gao, Lei Wang, Rong-Cheng Tu, Qixin Zhang, Jun Cheng, Dacheng Tao:
Near-Oracle KV Selection via Pre-hoc Sparsity for Long-Context Inference. CoRR abs/2602.08329 (2026) - [i33]Zhixiang Guo, Siyuan Liang, Andras Balogh, Noah Lunberry, Rong-Cheng Tu, Márk Jelasity, Dacheng Tao:
When World Models Dream Wrong: Physical-Conditioned Adversarial Attacks against World Models. CoRR abs/2602.18739 (2026) - 2025
- [i32]Shunyu Liu, Wenkai Fang, Zetian Hu, Junjie Zhang, Yang Zhou, Kongcheng Zhang, Rongcheng Tu, Ting-En Lin, Fei Huang, Mingli Song, Yongbin Li, Dacheng Tao:
A Survey of Direct Preference Optimization. CoRR abs/2503.11701 (2025) - [i31]Jingyi Liao, Xun Xu, Yongyi Su, Rong-Cheng Tu, Yifan Liu, Dacheng Tao, Xulei Yang:
Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift. CoRR abs/2503.14910 (2025) - [i30]Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, Qingqing Long, Rongcheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chenwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin, Fan Zhang, Xian Wu, Hanqing Zhao, Dacheng Tao, Philip S. Yu, Ming Zhang:
Large Language Model Agent: A Survey on Methodology, Applications and Challenges. CoRR abs/2503.21460 (2025) - [i29]Siyuan Liang, Jiayang Liu, Jiecheng Zhai, Tianmeng Fang, Rongcheng Tu, Aishan Liu, Xiaochun Cao, Dacheng Tao:
T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models. CoRR abs/2504.15512 (2025) - [i28]Jiayang Liu, Siyuan Liang, Shiqian Zhao, Rongcheng Tu, Wenbo Zhou, Xiaochun Cao, Dacheng Tao, Siew Kei Lam:
Jailbreaking the Text-to-Video Generative Models. CoRR abs/2505.06679 (2025) - [i27]Zi-Ao Ma, Tian Lan, Rong-Cheng Tu, Shu-Hang Liu, Heyan Huang, Zhijing Wu, Chen Xu, Xian-Ling Mao:
T2I-Eval-R1: Reinforcement Learning-Driven Reasoning for Interpretable Text-to-Image Evaluation. CoRR abs/2505.17897 (2025) - [i26]Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Zhao Jin, Jingyi Liao, Shunyu Liu, Dacheng Tao:
VORTA: Efficient Video Diffusion via Routing Sparse Attention. CoRR abs/2505.18809 (2025) - [i25]Rong-Cheng Tu, Zhao Jin, Jingyi Liao, Xiao Luo, Yingjie Wang, Li Shen, Dacheng Tao:
MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval. CoRR abs/2505.19707 (2025) - [i24]Rong-Cheng Tu, Wenhao Sun, Hanzhe You, Yingjie Wang, Jiaxing Huang, Li Shen, Dacheng Tao:
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval. CoRR abs/2505.19952 (2025) - [i23]Chaoyang Zhou, Shunyu Liu, Zengmao Wang, Di Wang, Rong-Cheng Tu, Bo Du, Dacheng Tao:
Intra-Trajectory Consistency for Reward Modeling. CoRR abs/2506.09096 (2025) - [i22]Tian Lan, Yang-Hao Zhou, Zi-Ao Ma, Fanshu Sun, Rui-Qing Sun, Junyu Luo, Rong-Cheng Tu, Heyan Huang, Chen Xu, Zhijing Wu, Xian-Ling Mao:
A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations. CoRR abs/2506.10019 (2025) - [i21]Zhao Jin, Rong-Cheng Tu, Jingyi Liao, Wenhao Sun, Xiao Luo, Shunyu Liu, Dacheng Tao:
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding. CoRR abs/2506.21924 (2025) - [i20]Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Dacheng Tao, Xun Xu, Xulei Yang:
AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. CoRR abs/2508.04175 (2025) - [i19]Jianzhi Long, Wenhao Sun, Rongcheng Tu, Dacheng Tao:
Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation. CoRR abs/2509.00052 (2025) - [i18]Junyu Luo, Bohan Wu, Xiao Luo, Zhiping Xiao, Yiqiao Jin, Rong-Cheng Tu, Nan Yin, Yifan Wang, Jingyang Yuan, Wei Ju, Ming Zhang:
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives. CoRR abs/2510.25817 (2025) - 2024
- [i17]Xincheng Shuai, Henghui Ding, Xingjun Ma, Rongcheng Tu, Yu-Gang Jiang, Dacheng Tao:
A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models. CoRR abs/2406.14555 (2024) - [i16]Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Dacheng Tao:
Diffusion Model-Based Video Editing: A Survey. CoRR abs/2407.07111 (2024) - [i15]Rong-Cheng Tu, Zi-Ao Ma, Tian Lan, Yuehao Zhao, Heyan Huang, Xian-Ling Mao:
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark. CoRR abs/2411.15488 (2024) - [i14]Zi-Ao Ma, Tian Lan, Rong-Cheng Tu, Yong Hu, Heyan Huang, Xian-Ling Mao:
Multi-modal Retrieval Augmented Multi-modal Generation: A Benchmark, Evaluate Metrics and Strong Baselines. CoRR abs/2411.16365 (2024) - [i13]Rong-Cheng Tu, Wenhao Sun, Zhao Jin, Jingyi Liao, Jiaxing Huang, Dacheng Tao:
SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing. CoRR abs/2411.18983 (2024) - [i12]Jin-Yu Liu, Xian-Ling Mao, Tian-Yi Che, Rong-Cheng Tu:
Distribution-Consistency-Guided Multi-modal Hashing. CoRR abs/2412.11216 (2024) - [i11]Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Zhao Jin, Dacheng Tao:
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration. CoRR abs/2412.11706 (2024) - 2023
- [i10]Rong-Cheng Tu, Yatai Ji, Jie Jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, Hongfa Wang, Yujiu Yang, Wei Liu:
Global and Local Semantic Completion Learning for Vision-Language Pre-training. CoRR abs/2306.07096 (2023) - 2022
- [i9]Shaobo Min, Weijie Kong, Rong-Cheng Tu, Dihong Gong, Chengfei Cai, Wenzhe Zhao, Chenyang Liu, Sixiao Zheng, Hongfa Wang, Zhifeng Li, Wei Liu:
HunYuan_tvr for Text-Video Retrievial. CoRR abs/2204.03382 (2022) - [i8]Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. CoRR abs/2206.01670 (2022) - [i7]Kevin Qinghong Lin, Alex Jinpeng Wang, Rui Yan, Eric Zhongcong Xu, Rong-Cheng Tu, Yanru Zhu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022. CoRR abs/2207.01334 (2022) - [i6]Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. CoRR abs/2207.01622 (2022) - [i5]Rong-Cheng Tu, Xian-Ling Mao, Kevin Qinghong Lin, Chengfei Cai, Weize Qin, Hongfa Wang, Wei Wei, Heyan Huang:
Unsupervised Hashing with Semantic Concept Mining. CoRR abs/2209.11475 (2022) - [i4]Yatai Ji, Rong-Cheng Tu, Jie Jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, Hongfa Wang, Yujiu Yang, Wei Liu:
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning. CoRR abs/2211.13437 (2022) - 2020
- [i3]Rong-Cheng Tu, Xian-Ling Mao, Rongxin Tu, Wei Wei, Heyan Huang:
Deep Cross-modal Proxy Hashing. CoRR abs/2011.03451 (2020) - 2019
- [i2]Rong-Cheng Tu, Xianling Mao, Bing Ma, Yong Hu, Tan Yan, Wei Wei, Heyan Huang:
Deep Cross-Modal Hashing with Hashing Functions and Unified Hash Codes Jointly Learning. CoRR abs/1907.12490 (2019) - 2018
- [i1]Rong-Cheng Tu, Xianling Mao, Bo-Si Feng, Bing-Bing Bian, Yu-shu Ying:
Object Detection based Deep Unsupervised Hashing. CoRR abs/1811.09822 (2018)
Coauthor Index
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