Rong-Cheng Tu

56 papers A* 11Journal 40Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization.
AAAI
Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Xun Xu, Dacheng Tao, XuLei Yang
2026 A* conf
CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing.
AAAI
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
2026 A* conf
Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation.
AAAI
Jianzhi Long, Wenhao Sun, Rong-Cheng Tu, Dacheng Tao
2026 J jnl
Near-Oracle KV Selection via Pre-hoc Sparsity for Long-Context Inference.
CoRR
Yifei Gao, Lei Wang, Rong-Cheng Tu, Qixin Zhang, Jun Cheng, Dacheng Tao
2026 J jnl
SPA-Cache: Singular Proxies for Adaptive Caching in Diffusion Language Models.
CoRR
Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Zhao Jin, Jingyi Liao, Yongcheng Jing, Dacheng Tao
2026 J jnl
SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing.
IEEE Trans. Image Process.
Rong-Cheng Tu, Wenhao Sun, Zhao Jin, Jingyi Liao, Jiaxing Huang, Dacheng Tao
2026 J jnl
VTC-R1: Vision-Text Compression for Efficient Long-Context Reasoning.
CoRR
Yibo Wang, Yongcheng Jing, Shunyu Liu, Hao Guan, Rong-Cheng Tu, Chengyu Wang, Jun Huang, Dacheng Tao
2026 J jnl
When World Models Dream Wrong: Physical-Conditioned Adversarial Attacks against World Models.
CoRR
Zhixiang Guo, Siyuan Liang, Andras Balogh, Noah Lunberry, Rong-Cheng Tu, Márk Jelasity, Dacheng Tao
2025 J jnl
A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations.
CoRR
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
2025 — conf
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives.
ACL (1)
Junyu Luo, Bohan Wu, Xiao Luo, Zhiping Xiao, Yiqiao Jin, Rong-Cheng Tu, Nan Yin, Yifan Wang, Jingyang Yuan, Wei Ju, Ming Zhang
2025 J jnl
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives.
CoRR
Junyu Luo, Bohan Wu, Xiao Luo, Zhiping Xiao, Yiqiao Jin, Rong-Cheng Tu, Nan Yin, Yifan Wang, Jingyang Yuan, Wei Ju, Ming Zhang
2025 J jnl
AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization.
CoRR
Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Dacheng Tao, Xun Xu, XuLei Yang
2025 J jnl
ALOHA: Adapting Local Spatio-Temporal Context to Enhance the Audio-Visual Semantic Segmentation.
ACM Trans. Multim. Comput. Commun. Appl.
Yang-Hao Zhou, Heyan Huang, Cunhan Guo, Rong-Cheng Tu, Zeyu Xiao, Bo Wang, Xian-Ling Mao
2025 A* conf
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration.
ICML
Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Zhao Jin, Dacheng Tao
2025 — conf
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark.
ACL (1)
Rong-Cheng Tu, Zi-Ao Ma, Tian Lan, Yuehao Zhao, Heyan Huang, Xian-Ling Mao
2025 A* conf
Distribution-Consistency-Guided Multi-modal Hashing.
AAAI
Jin-Yu Liu, Xian-Ling Mao, Tian-Yi Che, Rong-Cheng Tu
2025 J jnl
Global and Local Semantic Completion Learning for Vision-Language Pre-Training.
IEEE Trans. Pattern Anal. Mach. Intell.
Rong-Cheng Tu, Yatai Ji, Jie Jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, Hongfa Wang, Yujiu Yang, Wei Liu
2025 J jnl
Intra-Trajectory Consistency for Reward Modeling.
CoRR
Chaoyang Zhou, Shunyu Liu, Zengmao Wang, Di Wang, Rong-Cheng Tu, Bo Du, Dacheng Tao
2025 — conf
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering.
ACL (Findings)
Yiwei Fu, Yuxing Zhang, Chunchun Chen, JianwenMa JianwenMa, Quan Yuan, Rong-Cheng Tu, Xinli Huang, Wei Ye, Xiao Luo, Minghua Deng
2025 J jnl
MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval.
CoRR
Rong-Cheng Tu, Zhao Jin, Jingyi Liao, Xiao Luo, Yingjie Wang, Li Shen, Dacheng Tao
2025 J jnl
Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval.
CoRR
Rong-Cheng Tu, Wenhao Sun, Hanzhe You, Yingjie Wang, Jiaxing Huang, Li Shen, Dacheng Tao
2025 J jnl
Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift.
CoRR
Jingyi Liao, Xun Xu, Yongyi Su, Rong-Cheng Tu, Yifan Liu, Dacheng Tao, XuLei Yang
2025 J jnl
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding.
CoRR
Zhao Jin, Rong-Cheng Tu, Jingyi Liao, Wenhao Sun, Xiao Luo, Shunyu Liu, Dacheng Tao
2025 J jnl
T2I-Eval-R1: Reinforcement Learning-Driven Reasoning for Interpretable Text-to-Image Evaluation.
CoRR
Zi-Ao Ma, Tian Lan, Rong-Cheng Tu, Shu-Hang Liu, Heyan Huang, Zhijing Wu, Chen Xu, Xian-Ling Mao
2025 J jnl
VORTA: Efficient Video Diffusion via Routing Sparse Attention.
CoRR
Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Zhao Jin, Jingyi Liao, Shunyu Liu, Dacheng Tao
2024 J jnl
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration.
CoRR
Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Zhao Jin, Dacheng Tao
2024 J jnl
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark.
CoRR
Rong-Cheng Tu, Zi-Ao Ma, Tian Lan, Yuehao Zhao, Heyan Huang, Xian-Ling Mao
2024 — conf
Deep Foreground-Background Weighted Cross-modal Hashing.
NLPCC (3)
Guanqi Zhao, Xian-Ling Mao, Rong-Cheng Tu, Wenjin Ji, Heyan Huang
2024 J jnl
Diffusion Model-Based Video Editing: A Survey.
CoRR
Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Dacheng Tao
2024 J jnl
Distribution-Consistency-Guided Multi-modal Hashing.
CoRR
Jin-Yu Liu, Xian-Ling Mao, Tian-Yi Che, Rong-Cheng Tu
2024 J jnl
Multi-modal Retrieval Augmented Multi-modal Generation: A Benchmark, Evaluate Metrics and Strong Baselines.
CoRR
Zi-Ao Ma, Tian Lan, Rong-Cheng Tu, Yong Hu, Heyan Huang, Xian-Ling Mao
2024 J jnl
SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing.
CoRR
Rong-Cheng Tu, Wenhao Sun, Zhao Jin, Jingyi Liao, Jiaxing Huang, Dacheng Tao
2024 J jnl
Similarity Transitivity Broken-Aware Multi-Modal Hashing.
IEEE Trans. Knowl. Data Eng.
Rong-Cheng Tu, Xian-Ling Mao, Jinyu Liu, Yatai Ji, Wei Wei, Heyan Huang
2023 A* conf
Data-Aware Proxy Hashing for Cross-modal Retrieval.
SIGIR
Rong-Cheng Tu, Xian-Ling Mao, Wenjin Ji, Wei Wei, Heyan Huang
2023 J jnl
Deep Cross-Modal Proxy Hashing.
IEEE Trans. Knowl. Data Eng.
Rong-Cheng Tu, Xian-Ling Mao, Rongxin Tu, Bin-Bin Bian, Chengfei Cai, Hongfa Wang, Wei Wei, Heyan Huang
2023 J jnl
Global and Local Semantic Completion Learning for Vision-Language Pre-training.
CoRR
Rong-Cheng Tu, Yatai Ji, Jie Jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, Hongfa Wang, Yujiu Yang, Wei Liu
2023 J jnl
Unsupervised Cross-Modal Hashing With Modality-Interaction.
IEEE Trans. Circuits Syst. Video Technol.
Rong-Cheng Tu, Jie Jiang, Qinghong Lin, Chengfei Cai, Shangxuan Tian, Hongfa Wang, Wei Liu
2023 J jnl
Unsupervised Cross-Modal Hashing via Semantic Text Mining.
IEEE Trans. Multim.
Rong-Cheng Tu, Xian-Ling Mao, Qinghong Lin, Wenjin Ji, Weize Qin, Wei Wei, Heyan Huang
2023 J jnl
Unsupervised Hashing with Semantic Concept Mining.
Proc. ACM Manag. Data
Rong-Cheng Tu, Xian-Ling Mao, Kevin Qinghong Lin, Chengfei Cai, Weize Qin, Wei Wei, Hongfa Wang, Heyan Huang
2022 J jnl
Deep Cross-Modal Hashing With Hashing Functions and Unified Hash Codes Jointly Learning.
IEEE Trans. Knowl. Data Eng.
Rong-Cheng Tu, Xian-Ling Mao, Bing Ma, Yong Hu, Tan Yan, Wei Wei, Heyan Huang
2022 J jnl
Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022.
CoRR
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
2022 J jnl
Egocentric Video-Language Pretraining @ Ego4D Challenge 2022.
CoRR
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
2022 A* conf
Egocentric Video-Language Pretraining.
NeurIPS
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
2022 J jnl
Egocentric Video-Language Pretraining.
CoRR
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
2022 J jnl
HunYuan_tvr for Text-Video Retrievial.
CoRR
Shaobo Min, Weijie Kong, Rong-Cheng Tu, Dihong Gong, Chengfei Cai, Wenzhe Zhao, Chenyang Liu, Sixiao Zheng, Hongfa Wang, Zhifeng Li, Wei Liu
2022 J jnl
Multimodal graph neural network for video procedural captioning.
Neurocomputing
Lei Ji, Rong-Cheng Tu, Kevin Lin, Lijuan Wang, Nan Duan
2022 J jnl
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning.
CoRR
Yatai Ji, Rong-Cheng Tu, Jie Jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, Hongfa Wang, Yujiu Yang, Wei Liu
2022 J jnl
Unsupervised Hashing with Semantic Concept Mining.
CoRR
Rong-Cheng Tu, Xian-Ling Mao, Kevin Qinghong Lin, Chengfei Cai, Weize Qin, Hongfa Wang, Wei Wei, Heyan Huang
2021 — conf
Hashing based Efficient Inference for Image-Text Matching.
ACL/IJCNLP (Findings)
Rong-Cheng Tu, Lei Ji, Huaishao Luo, Botian Shi, Heyan Huang, Nan Duan, Xian-Ling Mao
2021 A* conf
Partial-Softmax Loss based Deep Hashing.
WWW
Rong-Cheng Tu, Xian-Ling Mao, Jia-Nan Guo, Wei Wei, Heyan Huang
2021 A* conf
Weighted Gaussian Loss based Hamming Hashing.
ACM Multimedia
Rong-Cheng Tu, Xian-Ling Mao, Cihang Kong, Zihang Shao, Zelin Li, Wei Wei, Heyan Huang
2020 J jnl
Deep Cross-modal Proxy Hashing.
CoRR
Rong-Cheng Tu, Xian-Ling Mao, Rongxin Tu, Wei Wei, Heyan Huang
2020 A* conf
MLS3RDUH: Deep Unsupervised Hashing via Manifold based Local Semantic Similarity Structure Reconstructing.
IJCAI
Rong-Cheng Tu, Xianling Mao, Wei Wei
2019 J jnl
Deep Cross-Modal Hashing with Hashing Functions and Unified Hash Codes Jointly Learning.
CoRR
Rong-Cheng Tu, Xianling Mao, Bing Ma, Yong Hu, Tan Yan, Wei Wei, Heyan Huang
2019 A* conf
Object Detection based Deep Unsupervised Hashing.
IJCAI
Rong-Cheng Tu, Xianling Mao, Bo-Si Feng, Shu-ying Yu
2018 J jnl
Object Detection based Deep Unsupervised Hashing.
CoRR
Rong-Cheng Tu, Xianling Mao, Bo-Si Feng, Bing-Bing Bian, Yu-shu Ying