Virtual Battlefield Attack-Defense Countermeasure Simulation on the Grid. - Jianhua Yang; Zhaohui Wu 001; Siliang Tang; Xiaosheng Guo (GCC Workshops, 2004)

A context quality management infrastructure for complex ubiquitous environment. - Siliang Tang; Jianhua Yang; Zhaohui Wu 001 (Comput. Syst. Sci. Eng., 2009)

Logistic Tensor Regression for Classification. - Xu Tan 003; Yin Zhang 006; Siliang Tang; Jian Shao 001; Fei Wu 001; Yueting Zhuang (IScIDE, 2012)

Supervised cross-collection topic modeling. - Haidong Gao; Siliang Tang; Yin Zhang 006; Dapeng Jiang; Fei Wu 001; Yueting Zhuang (ACM Multimedia, 2012)

Image Ranking via Attribute Boosted Hypergraph. - Zhou Yu 001; Siliang Tang; Yin Zhang 006; Jian Shao 001 (PCM, 2012)

Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint. - Fei Wu 001; Xu Tan 003; Yi Yang 001; Dacheng Tao; Siliang Tang; Yueting Zhuang (AAAI, 2013)

πLDA: document clustering with selective structural constraints. - Siliang Tang; Hanqi Wang; Jian Shao 001; Fei Wu 001; Ming Chen; Yueting Zhuang (ACM Multimedia, 2013)

A low rank structural large margin method for cross-modal ranking. - Xinyan Lu; Fei Wu 001; Siliang Tang; Zhongfei Zhang; Xiaofei He 001; Yueting Zhuang (SIGIR, 2013)

Geo-informative discriminative image representation by semi-supervised hierarchical topic modeling. - Zijian Li 002; Siliang Tang; Jian Shao 001; Weiming Lu 001; Yueting Zhuang (ICME, 2014)

Cross-media hashing with kernel regression. - Zhou Yu 001; Yin Zhang 006; Siliang Tang; Yi Yang 001; Qi Tian 001; Jiebo Luo 001 (ICME, 2014)

Jointly Discovering Fine-grained and Coarse-grained Sentiments via Topic Modeling. - Hanqi Wang; Fei Wu 001; Xi Li 001; Siliang Tang; Jian Shao 001; Yueting Zhuang (ACM Multimedia, 2014)

Cross-Media Hashing with Neural Networks. - Yueting Zhuang; Zhou Yu 001; Wei Wang 059; Fei Wu 001; Siliang Tang; Jian Shao 001 (ACM Multimedia, 2014)

Hashing with List-Wise learning to rank. - Zhou Yu 001; Fei Wu 001; Yin Zhang 006; Siliang Tang; Jian Shao 001; Yueting Zhuang (SIGIR, 2014)

Sparse Multi-Modal Hashing. - Fei Wu 001; Zhou Yu 001; Yi Yang 001; Siliang Tang; Yin Zhang 006; Yueting Zhuang (IEEE Trans. Multim., 2014)

Flickr group recommendation via heterogeneous information networks. - Yueyang Wang; Yuanfang Xia; Siliang Tang; Fei Wu 001; Yueting Zhuang (ICIMCS, 2015)

HTMVS: Visualizing hierarchical topics and their evolution. - Haoling Dong; Siliang Tang; Si Li; Fei Wu 001; Yueting Zhuang (VAST, 2015)

Sketch the Storyline with CHARCOAL: A Non-Parametric Approach. - Siliang Tang; Fei Wu 001; Si Li; Weiming Lu 001; Zhongfei Zhang; Yueting Zhuang (IJCAI, 2015)

Multi-modal Retrieval via Deep Textual-Visual Correlation Learning. - Jun Song 004; Yueyang Wang; Fei Wu 001; Weiming Lu 001; Siliang Tang; Yueting Zhuang (IScIDE (1), 2015)

Deep Compositional Cross-modal Learning to Rank via Local-Global Alignment. - Xinyang Jiang; Fei Wu 001; Xi Li 001; Zhou Zhao 001; Weiming Lu 001; Siliang Tang; Yueting Zhuang (ACM Multimedia, 2015)

The ZJU-EDL System for Entity Discovery and Linking at TAC KBP 2015. - Hongliang Dai; Siliang Tang; Fei Wu 001; Zewu Ma; Yueting Zhuang (TAC, 2015)

Combining MIML and Distant Supervision for KBP Slot Filling. - Jinjian Zhang; Huachun Ma; Siliang Tang; Fei Wu 001 (TAC, 2015)

The classification of multi-modal data with hidden conditional random field. - Xinyang Jiang; Fei Wu 001; Yin Zhang 006; Siliang Tang; Weiming Lu 001; Yueting Zhuang (Pattern Recognit. Lett., 2015)

Cross-Modal Learning to Rank via Latent Joint Representation. - Fei Wu 001; Xinyang Jiang; Xi Li 001; Siliang Tang; Weiming Lu 001; Zhongfei Zhang; Yueting Zhuang (IEEE Trans. Image Process., 2015)

Probabilistic Word Selection via Topic Modeling. - Yueting Zhuang; Haidong Gao; Fei Wu 001; Siliang Tang; Yin Zhang 006; Zhongfei (Mark) Zhang (IEEE Trans. Knowl. Data Eng., 2015)

Structured Visual Feature Learning for Classification via Supervised Probabilistic Tensor Factorization. - Xu Tan 003; Fei Wu 001; Xi Li 001; Siliang Tang; Weiming Lu 001; Yueting Zhuang (IEEE Trans. Multim., 2015)

Ad Recommendation for Sponsored Search Engine via Composite Long-Short Term Memory. - Dejiang Kong; Fei Wu 001; Siliang Tang; Yueting Zhuang (ACM Multimedia, 2016)

The ijk System for EAL at TAC KBP 2016 Event Track. - Qifan Yang; Yuzhong Huang; Leiguang Hao; Siliang Tang; Fei Wu 001 (TAC, 2016)

ZJU Participation in TAC 2016 EDL task. - Ning Zhang; Hongliang Dai; Siliang Tang; Fei Wu 001; Yueting Zhuang (TAC, 2016)

Sentences Embedding for Slot Filling via Convolutional Neural Networks. - Jinjian Zhang; Siliang Tang; Fei Wu 001 (TAC, 2016)

LSTM-in-LSTM for generating long descriptions of images. - Jun Song 004; Siliang Tang; Jun Xiao 001; Fei Wu 001; Zhongfei (Mark) Zhang (Comput. Vis. Media, 2016)

Aspect Learning for Multimedia Summarization via Nonparametric Bayesian. - Fei Wu 001; Hanyin Fang; Xi Li 001; Siliang Tang; Weiming Lu 001; Yi Yang 001; Wenwu Zhu 001; Yueting Zhuang (IEEE Trans. Circuits Syst. Video Technol., 2016)

NITE: A Neural Inductive Teaching Framework for Domain Specific NER. - Siliang Tang; Ning Zhang; Jinjian Zhang; Fei Wu 001; Yueting Zhuang (EMNLP, 2017)

Detecting Temporal Proposal for Action Localization with Tree-structured Search Policy. - Xinyang Jiang; Siliang Tang; Yang Yang 009; Zhou Zhao 001; Yin Zhang 006; Fei Wu 001; Yueting Zhuang (ACM Multimedia, 2017)

Learning Deep Contextual Attention Network for Narrative Photo Stream Captioning. - Hanqi Wang; Siliang Tang; Yin Zhang 006; Tao Mei 001; Yueting Zhuang; Fei Wu 001 (ACM Multimedia (Thematic Workshops), 2017)

ENCORE: External Neural Constraints Regularized Distant Supervision for Relation Extraction. - Siliang Tang; Jinjian Zhang; Ning Zhang; Fei Wu 001; Jun Xiao 001; Yueting Zhuang (SIGIR, 2017)

The ZHI-EDL System for Entity Discovery and Linking at TAC KBP 2017. - Siliang Tang; Yankun Ren; Xiyuan Yang; Dan Liu; Guoping Hu; Fei Wu 001; Yueting Zhuang (TAC, 2017)

The Y_dcd_zju Slot Filling System for TAC KBP 2017. - Siliang Tang; Yujin Yuan; Ruowei Jiang; Jinjian Zhang; Fei Wu 001; Yueting Zhuang (TAC, 2017)

Disambiguating named entities with deep supervised learning via crowd labels. - Le-kui Zhou; Siliang Tang; Jun Xiao 001; Fei Wu 001; Yueting Zhuang (Frontiers Inf. Technol. Electron. Eng., 2017)

Flickr group recommendation with auxiliary information in heterogeneous information networks. - Yueyang Wang; Yuanfang Xia; Siliang Tang; Fei Wu 001; Yueting Zhuang (Multim. Syst., 2017)

Temporal Interaction and Causal Influence in Community-Based Question Answering. - Fei Wu 001; Xinyu Duan; Jun Xiao 001; Zhou Zhao 001; Siliang Tang; Yin Zhang 006; Yueting Zhuang (IEEE Trans. Knowl. Data Eng., 2017)

Dest-ResNet: A Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction. - Binbing Liao; Jingqing Zhang; Ming Cai; Siliang Tang; Yifan Gao; Chao Wu 001; Shengwen Yang; Wenwu Zhu 001; Yike Guo; Fei Wu 001 (ACM Multimedia, 2018)

Reading Document and Answering Question via Global Attentional Inference. - Jun Song 004; Siliang Tang; Tianchi Qian; Wenwu Zhu 001; Fei Wu 001 (PCM (1), 2018)

Multi-modal Sequence to Sequence Learning with Content Attention for Hotspot Traffic Speed Prediction. - Binbing Liao; Siliang Tang; Shengwen Yang; Wenwu Zhu 001; Fei Wu 001 (PCM (1), 2018)

Two Step Joint Model for Drug Drug Interaction Extraction. - Siliang Tang; Qi Zhang 001; Tianpeng Zheng; Mengdi Zhou; Zhan Chen; Lixing Shen; Xiang Ren 001; Yueting Zhuang; Shiliang Pu; Fei Wu 001 (TAC, 2018)

Entity mention aware document representation. - Hongliang Dai; Siliang Tang; Fei Wu 001; Yueting Zhuang (Inf. Sci., 2018)

Temporality-enhanced knowledgememory network for factoid question answering. - Xinyu Duan; Siliang Tang; Shengyu Zhang 001; Yin Zhang 006; Zhou Zhao 001; Jianru Xue; Yueting Zhuang; Fei Wu 001 (Frontiers Inf. Technol. Electron. Eng., 2018)

Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction. - Yujin Yuan; Liyuan Liu; Siliang Tang; Zhongfei Zhang; Yueting Zhuang; Shiliang Pu; Fei Wu 001; Xiang Ren 001 (AAAI, 2019)

KCAT: A Knowledge-Constraint Typing Annotation Tool. - Sheng Lin; Luye Zheng; Bo Chen; Siliang Tang; Zhigang Chen 003; Guoping Hu; Yueting Zhuang; Fei Wu 001; Xiang Ren 001 (ACL (3), 2019)

NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results. - Jianrui Cai; Shuhang Gu; Radu Timofte; Lei Zhang 006; Xiao Liu 022; Yukang Ding; Dongliang He; Chao Li 034; Yi Fu; Shilei Wen; Ruicheng Feng; Jinjin Gu; et al. (CVPR Workshops, 2019)

Orientation-Aware Deep Neural Network for Real Image Super-Resolution. - Du Chen; Zewei He; Anshun Sun; Jiangxin Yang; Yanlong Cao; Yanpeng Cao; Siliang Tang; Michael Ying Yang (CVPR Workshops, 2019)

Learning Dynamic Context Augmentation for Global Entity Linking. - Xiyuan Yang; Xiaotao Gu; Sheng Lin; Siliang Tang; Yueting Zhuang; Fei Wu 001; Zhigang Chen 003; Guoping Hu; Xiang Ren 001 (EMNLP/IJCNLP (1), 2019)

Informative Visual Storytelling with Cross-modal Rules. - Jiacheng Li 002; Haizhou Shi; Siliang Tang; Fei Wu 001; Yueting Zhuang (ACM Multimedia, 2019)

Walking with MIND: Mental Imagery eNhanceD Embodied QA. - Juncheng Li 006; Siliang Tang; Fei Wu 001; Yueting Zhuang (ACM Multimedia, 2019)

Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering. - Bo Chen; Xiaotao Gu; Yufeng Hu; Siliang Tang; Guoping Hu; Yueting Zhuang; Xiang Ren 001 (NAACL-HLT (1), 2019)

Posterior-regularized REINFORCE for Instance Selection in Distant Supervision. - Qi Zhang 001; Siliang Tang; Xiang Ren 001; Fei Wu 001; Shiliang Pu; Yueting Zhuang (NAACL-HLT (1), 2019)

The ZJU-EDL System for Entity Discovery and Linking at TAC KBP 2019. - Yufeng Hu; Haochen Shi; Tao Chen; Siliang Tang; Quan Liu 003; Zhigang Chen 003; Xiang Ren 001; Fei Wu 001; Yueting Zhuang (TAC, 2019)

Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features. - Du Chen; Zewei He; Yanpeng Cao; Jiangxin Yang; Yanlong Cao; Michael Ying Yang; Siliang Tang; Yueting Zhuang (CoRR, 2019)

Cascaded Deep Networks With Multiple Receptive Fields for Infrared Image Super-Resolution. - Zewei He; Siliang Tang; Jiangxin Yang; Yanlong Cao; Michael Ying Yang; Yanpeng Cao (IEEE Trans. Circuits Syst. Video Technol., 2019)

VPModel: High-Fidelity Product Simulation in a Virtual-Physical Environment. - Xin Min; Wenqiao Zhang; Shouqian Sun; Nan Zhao; Siliang Tang; Yueting Zhuang (IEEE Trans. Vis. Comput. Graph., 2019)

Rethinking the Bottom-Up Framework for Query-Based Video Localization. - Long Chen 016; Chujie Lu; Siliang Tang; Jun Xiao 001; Dong Zhang; Chilie Tan; Xiaolin Li (AAAI, 2020)

Neural-DINF: A Neural Network based Framework for Measuring Document Influence. - Jie Tan; Changlin Yang; Ying Li; Siliang Tang; Chen Huang; Yueting Zhuang (ACL, 2020)

Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation. - Juncheng Li 006; Xin Wang 061; Siliang Tang; Haizhou Shi; Fei Wu 001; Yueting Zhuang; William Yang Wang (CVPR, 2020)

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. - Abdelrahman Abdelhamed; Mahmoud Afifi; Radu Timofte; Michael S. Brown; Yue Cao 009; Zhilu Zhang 001; Wangmeng Zuo; Xiaoling Zhang; Jiye Liu; Wendong Chen; Changyuan Wen; Meng Liu; et al. (CVPR Workshops, 2020)

Generating Natural Language Adversarial Examples on a Large Scale with Generative Models. - Yankun Ren; Jianbin Lin; Siliang Tang; Jun Zhou 011; Shuang Yang; Yuan Qi 001; Xiang Ren 001 (ECAI, 2020)

Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description. - Kai Shen; Lingfei Wu 001; Fangli Xu; Siliang Tang; Jun Xiao 001; Yueting Zhuang (IJCAI, 2020)

Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training. - Haochen Shi; Siliang Tang; Xiaotao Gu; Bo Chen; Zhigang Chen 003; Jian Shao 001; Xiang Ren 001 (IJCAI, 2020)

Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling. - Jiacheng Li 002; Siliang Tang; Juncheng Li 006; Jun Xiao 001; Fei Wu 001; Shiliang Pu; Yueting Zhuang (ACM Multimedia, 2020)

Photo Stream Question Answer. - Wenqiao Zhang; Siliang Tang; Yanpeng Cao; Jun Xiao 001; Shiliang Pu; Fei Wu 001; Yueting Zhuang (ACM Multimedia, 2020)

Relational Graph Learning for Grounded Video Description Generation. - Wenqiao Zhang; Xin Eric Wang; Siliang Tang; Haizhou Shi; Haochen Shi; Jun Xiao 001; Yueting Zhuang; William Yang Wang (ACM Multimedia, 2020)

Grounded and Controllable Image Completion by Incorporating Lexical Semantics. - Shengyu Zhang 001; Tan Jiang; Qinghao Huang; Ziqi Tan; Zhou Zhao 001; Siliang Tang; Jin Yu; Hongxia Yang; Yi Yang 001; Fei Wu 001 (CoRR, 2020)

Quda: Natural Language Queries for Visual Data Analytics. - Siwei Fu; Kai Xiong; Xiaodong Ge; Siliang Tang; Wei Chen 001; Yingcai Wu (CoRR, 2020)

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. - Abdelrahman Abdelhamed; Mahmoud Afifi; Radu Timofte; Michael S. Brown; Yun Cao 002; Zhilu Zhang 001; Wangmeng Zuo; Xiaoling Zhang; Jiye Liu; Wendong Chen; Changyuan Wen; Meng Liu; et al. (CoRR, 2020)

Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis. - Yesheng Xu; Ming Kong; Wenjia Xie; Runping Duan; Zhengqing Fang; Yuxiao Lin; Qiang Zhu; Siliang Tang; Fei Wu 001; Yu-Feng Yao (CoRR, 2020)

MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination. - Shengyu Zhang 001; Donghui Wang; Zhou Zhao 001; Siliang Tang; Di Xie; Fei Wu 001 (CoRR, 2020)

Run Away From your Teacher: Understanding BYOL by a Novel Self-Supervised Approach. - Haizhou Shi; Dongliang Luo; Siliang Tang; Jian Wang; Yueting Zhuang (CoRR, 2020)

Video question answering via grounded cross-attention network learning. - Yunan Ye; Shifeng Zhang; Yimeng Li; Xufeng Qian; Siliang Tang; Shiliang Pu; Jun Xiao 001 (Inf. Process. Manag., 2020)

Hybrid embedding and joint training of stacked encoder for opinion question machine reading comprehension. - Xiangzhou Huang; Siliang Tang; Yin Zhang 006; Baogang Wei (Frontiers Inf. Technol. Electron. Eng., 2020)

MRFN: Multi-Receptive-Field Network for Fast and Accurate Single Image Super-Resolution. - Zewei He; Yanpeng Cao; Lei Du; Baobei Xu; Jiangxin Yang; Yanlong Cao; Siliang Tang; Yueting Zhuang (IEEE Trans. Multim., 2020)

Frame Augmented Alternating Attention Network for Video Question Answering. - Wenqiao Zhang; Siliang Tang; Yanpeng Cao; Shiliang Pu; Fei Wu 001; Yueting Zhuang (IEEE Trans. Multim., 2020)

Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training. - Tao Chen; Haochen Shi; Liyuan Liu; Siliang Tang; Jian Shao 001; Zhigang Chen 003; Yueting Zhuang (AAAI, 2021)

Disentangled Motif-aware Graph Learning for Phrase Grounding. - Zongshen Mu; Siliang Tang; Jie Tan; Qiang Yu; Yueting Zhuang (AAAI, 2021)

Consensus Graph Representation Learning for Better Grounded Image Captioning. - Wenqiao Zhang; Haochen Shi; Siliang Tang; Jun Xiao 001; Qiang Yu; Yueting Zhuang (AAAI, 2021)

CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction. - Tao Chen; Haizhou Shi; Siliang Tang; Zhigang Chen 003; Fei Wu 001; Yueting Zhuang (ACL/IJCNLP (1), 2021)

Grounded, Controllable and Debiased Image Completion With Lexical Semantics. - Shengyu Zhang 001; Tan Jiang; Qinghao Huang; Ziqi Tan; Kun Kuang; Zhou Zhao 001; Siliang Tang; Jin Yu; Hongxia Yang; Yi Yang 001; Fei Wu 001 (CVPR Workshops, 2021)

Clustering-Augmented Multi-instance Learning for Neural Relation Extraction. - Qi Zhang 001; Siliang Tang; Jinquan Sun; Yu Wang 108; Lei Zhang 006 (ECIR (2), 2021)

Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels. - Jiannan Guo 003; Haochen Shi; Yangyang Kang; Kun Kuang; Siliang Tang; Zhuoren Jiang; Changlong Sun; Fei Wu 001; Yueting Zhuang (ICCV, 2021)

Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference. - Juncheng Li 006; Siliang Tang; Linchao Zhu; Haochen Shi; Xuanwen Huang; Fei Wu 001; Yi Yang 001; Yueting Zhuang (ICCV, 2021)

Improving Weakly Supervised Object Localization via Causal Intervention. - Feifei Shao; Yawei Luo; Li Zhang; Lu Ye; Siliang Tang; Yi Yang 001; Jun Xiao 001 (ACM Multimedia, 2021)

Learning to Generate Visual Questions with Noisy Supervision. - Kai Shen; Lingfei Wu 001; Siliang Tang; Yueting Zhuang; Zhen He; Zhuoye Ding; Yun Xiao; Bo Long (NeurIPS, 2021)

MGD-GAN: Text-to-Pedestrian Generation Through Multi-grained Discrimination. - Shengyu Zhang 001; Donghui Wang; Zhou Zhao 001; Siliang Tang; Kun Kuang; Di Xie; Fei Wu 001 (PRCV (2), 2021)

To be a fast adaptive learner: using game history to defeat opponents. - Guangzhao Cheng; Siliang Tang (CoRR, 2021)

Alleviate Representation Overlapping in Class Incremental Learning by Contrastive Class Concentration. - Zixuan Ni; Haizhou Shi; Siliang Tang; Yueting Zhuang (CoRR, 2021)

Federated Self-Supervised Contrastive Learning via Ensemble Similarity Distillation. - Haizhou Shi; Youcai Zhang; Zijin Shen; Siliang Tang; Yaqian Li; Yandong Guo; Yueting Zhuang (CoRR, 2021)

Self-Supervised Class Incremental Learning. - Zixuan Ni; Siliang Tang; Yueting Zhuang (CoRR, 2021)

Visual knowledge: an attempt to explore machine creativity. - Yueting Zhuang; Siliang Tang (Frontiers Inf. Technol. Electron. Eng., 2021)

Tell and guess: cooperative learning for natural image caption generation with hierarchical refined attention. - Wenqiao Zhang; Siliang Tang; Jiajie Su; Jun Xiao 001; Yueting Zhuang (Multim. Tools Appl., 2021)

Local-Global Memory Neural Network for Medication Prediction. - Jun Song 004; Yueyang Wang; Siliang Tang; Yin Zhang 006; Zhigang Chen 003; Zhongfei Zhang; Tong Zhang 001; Fei Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals. - Haizhou Shi; Youcai Zhang; Siliang Tang; Wenjie Zhu 003; Yaqian Li; Yandong Guo; Yueting Zhuang (AAAI, 2022)

Feeding What You Need by Understanding What You Learned. - Xiaoqiang Wang 007; Bang Liu; Fangli Xu; Bo Long; Siliang Tang; Lingfei Wu 001 (ACL (1), 2022)

Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning. - Juncheng Li 006; Junlin Xie; Long Qian; Linchao Zhu; Siliang Tang; Fei Wu 001; Yi Yang 001; Yueting Zhuang; Xin Eric Wang (CVPR, 2022)

Learning to Learn by Jointly Optimizing Neural Architecture and Weights. - Yadong Ding; Yu Wu 011; Chengyue Huang; Siliang Tang; Yi Yang 001; Longhui Wei; Yueting Zhuang; Qi Tian 001 (CVPR, 2022)

Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning. - Wenbin An; Feng Tian 002; Ping Chen 001; Siliang Tang; Qinghua Zheng; Qianying Wang (EMNLP, 2022)

Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction. - Kai Shen; Yichong Leng; Xu Tan 003; Siliang Tang; Yuan Zhang; Wenjie Liu; Edward Lin (EMNLP, 2022)

QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance. - Xiaoqiang Wang 007; Bang Liu; Siliang Tang; Lingfei Wu 001 (EMNLP, 2022)

Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile. - Dong Chen 017; Lingfei Wu 001; Siliang Tang; Xiao Yun; Bo Long; Yueting Zhuang (ICML, 2022)

RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning. - Yun Zhu; Jianhao Guo; Fei Wu 001; Siliang Tang (IJCAI, 2022)

Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. - Jiannan Guo 003; Yangyang Kang; Yu Duan; Xiaozhong Liu; Siliang Tang; Wenqiao Zhang; Kun Kuang; Changlong Sun; Fei Wu 001 (KDD, 2022)

Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos. - Juncheng Li 006; Junlin Xie; Linchao Zhu; Long Qian; Siliang Tang; Wenqiao Zhang; Haochen Shi; Shengyu Zhang 001; Longhui Wei; Qi Tian 001; Yueting Zhuang (ACM Multimedia, 2022)

Learning Hybrid Behavior Patterns for Multimedia Recommendation. - Zongshen Mu; Yueting Zhuang; Jie Tan; Jun Xiao 001; Siliang Tang (ACM Multimedia, 2022)

Fine-Grained Semantically Aligned Vision-Language Pre-Training. - Juncheng Li 006; Xin He; Longhui Wei; Long Qian; Linchao Zhu; Lingxi Xie; Yueting Zhuang; Qi Tian 001; Siliang Tang (NeurIPS, 2022)

BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval. - Wenqiao Zhang; Jiannan Guo 003; Mengze Li 001; Haochen Shi; Shengyu Zhang 001; Juncheng Li 006; Siliang Tang; Yueting Zhuang (CoRR, 2022)

Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph. - Chang Zong; Yueting Zhuang; Weiming Lu 001; Jian Shao 001; Siliang Tang (CoRR, 2022)

Distilling Task-specific Logical Rules from Large Pre-trained Models. - Tao Chen; Luxin Liu; Xuepeng Jia; Baoliang Cui; Haihong Tang; Siliang Tang (CoRR, 2022)

NAP: Neural architecture search with pruning. - Yadong Ding; Yu Wu 011; Chengyue Huang; Siliang Tang; Fei Wu 001; Yi Yang 001; Wenwu Zhu 001; Yueting Zhuang (Neurocomputing, 2022)

Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB Images. - Xiaoqiang Wang 007; Lei Zhu 003; Siliang Tang; Huazhu Fu; Ping Li 016; Fei Wu 001; Yi Yang 001; Yueting Zhuang (IEEE Trans. Image Process., 2022)

KICE: A Knowledge Consolidation and Expansion Framework for Relation Extraction. - Yilin Lu; Xiaoqiang Wang 007; Haofeng Yang; Siliang Tang (AAAI, 2023)

SkillQG: Learning to Generate Question for Reading Comprehension Assessment. - Xiaoqiang Wang 007; Bang Liu; Siliang Tang; Lingfei Wu 001 (ACL (Findings), 2023)

Structure-Aware Group Discrimination with Adaptive-View Graph Encoder: A Fast Graph Contrastive Learning Framework. - Zhenshuo Zhang; Yun Zhu; Haizhou Shi; Siliang Tang (ECAI, 2023)

Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document. - Xiangnan Chen; Qian Xiao; Juncheng Li 006; Duo Dong; Jun Lin; Xiaozhong Liu; Siliang Tang (EMNLP (Findings), 2023)

Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction. - Yilin Lu; Juncheng Li 006; Xiaoqiang Wang 007; Haochen Shi; Tao Chen; Siliang Tang (EMNLP (Findings), 2023)

Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization. - Kaihang Pan; Juncheng Li 006; Hongye Song; Jun Lin; Xiaozhong Liu; Siliang Tang (EMNLP (Findings), 2023)

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models. - Juncheng Li 006; Minghe Gao; Longhui Wei; Siliang Tang; Wenqiao Zhang; Mengze Li 001; Wei Ji 008; Qi Tian 001; Tat-Seng Chua; Yueting Zhuang (ICCV, 2023)

Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World. - Qifan Yu; Juncheng Li 006; Yu Wu 011; Siliang Tang; Wei Ji 008; Yueting Zhuang (ICCV, 2023)

Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels. - Wenqiao Zhang; Changshuo Liu; Lingze Zeng; Beng Chin Ooi; Siliang Tang; Yueting Zhuang (ICCV, 2023)

Continual Vision-Language Representation Learning with Off-Diagonal Information. - Zixuan Ni; Longhui Wei; Siliang Tang; Yueting Zhuang; Qi Tian 001 (ICML, 2023)

SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference. - Boren Hu; Yun Zhu; Jiacheng Li 002; Siliang Tang (IJCAI, 2023)

FedAA: Using Non-sensitive Modalities to Improve Federated Learning while Preserving Image Privacy. - Dong Chen 017; Siliang Tang; Zijin Shen; Guoming Wang; Jun Xiao 001; Yueting Zhuang; Carl Yang 001 (ACM Multimedia, 2023)

Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion. - Zixuan Ni; Longhui Wei; Jiacheng Li 002; Siliang Tang; Yueting Zhuang; Qi Tian 001 (ACM Multimedia, 2023)

Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph Embedding. - Xiangnan Chen; Wen Zhang 015; Zhen Yao 001; Mingyang Chen; Siliang Tang (ISWC, 2023)

A Study on ReLU and Softmax in Transformer. - Kai Shen; Junliang Guo; Xu Tan 003; Siliang Tang; Rui Wang 028; Jiang Bian 002 (CoRR, 2023)

SGL-PT: A Strong Graph Learner with Graph Prompt Tuning. - Yun Zhu; Jianhao Guo; Siliang Tang (CoRR, 2023)

Lformer: Text-to-Image Generation with L-shape Block Parallel Decoding. - Jiacheng Li 002; Longhui Wei; Zongyuan Zhan; Xin He; Siliang Tang; Qi Tian 001; Yueting Zhuang (CoRR, 2023)

Meta-augmented Prompt Tuning for Better Few-shot Learning. - Kaihang Pan; Juncheng Li 006; Hongye Song; Jun Lin; Xiaozhong Liu; Siliang Tang (CoRR, 2023)

Interactive Data Synthesis for Systematic Vision Adaptation via LLMs-AIGCs Collaboration. - Qifan Yu; Juncheng Li 006; Wentao Ye; Siliang Tang; Yueting Zhuang (CoRR, 2023)

Empowering Vision-Language Models to Follow Interleaved Vision-Language Instructions. - Juncheng Li 006; Kaihang Pan; Zhiqi Ge; Minghe Gao; Hanwang Zhang; Wei Ji 008; Wenqiao Zhang; Tat-Seng Chua; Siliang Tang; Yueting Zhuang (CoRR, 2023)

Dancing Avatar: Pose and Text-Guided Human Motion Videos Synthesis with Image Diffusion Model. - Bosheng Qin; Wentao Ye; Qifan Yu; Siliang Tang; Yueting Zhuang (CoRR, 2023)

ControlRetriever: Harnessing the Power of Instructions for Controllable Retrieval. - Kaihang Pan; Juncheng Li 006; Hongye Song; Hao Fei 001; Wei Ji 008; Shuo Zhang 014; Jun Lin; Xiaozhong Liu; Siliang Tang (CoRR, 2023)

Improving Vision Anomaly Detection with the Guidance of Language Modality. - Dong Chen 017; Kaihang Pan; Guoming Wang; Yueting Zhuang; Siliang Tang (CoRR, 2023)

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback. - Minghe Gao; Juncheng Li 006; Hao Fei 001; Liang Pang; Wei Ji 008; Guoming Wang; Wenqiao Zhang; Siliang Tang; Yueting Zhuang (CoRR, 2023)

Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer. - Wenqiao Zhang; Zheqi Lv; Hao Zhou; Jia-Wei Liu; Juncheng Li 006; Mengze Li 001; Siliang Tang; Yueting Zhuang (CoRR, 2023)

Graph neural networks meet with distributed graph partitioners and reconciliations. - Zongshen Mu; Siliang Tang; Chang Zong; Dianhai Yu; Yueting Zhuang (Neurocomputing, 2023)

Single image super-resolution based on progressive fusion of orientation-aware features. - Zewei He; Du Chen; Yanpeng Cao; Jiangxin Yang; Yanlong Cao; Xin Li 003; Siliang Tang; Yueting Zhuang; Zhe-ming Lu 001 (Pattern Recognit., 2023)

Cross-Modal Data Augmentation for Tasks of Different Modalities. - Dong Chen 017; Yueting Zhuang; Zijin Shen; Carl Yang 001; Guoming Wang; Siliang Tang; Yi Yang 001 (IEEE Trans. Multim., 2023)

Attribute-driven streaming edge partitioning with reconciliations for distributed graph neural network training. - Zongshen Mu; Siliang Tang; Yueting Zhuang; Dianhai Yu (Neural Networks, 2023)

Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding. - Juncheng Li 006; Siliang Tang; Linchao Zhu; Wenqiao Zhang; Yi Yang 001; Tat-Seng Chua; Fei Wu 001; Yueting Zhuang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance. - Dong Chen 017; Yueting Zhuang; Shuo Zhang 014; Jinfeng Liu 007; Su Dong; Siliang Tang (AAAI, 2024)

T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text. - Aoxiong Yin; Haoyuan Li 002; Kai Shen; Siliang Tang; Yueting Zhuang (ACL (1), 2024)

DIEM: Decomposition-Integration Enhancing Multimodal Insights. - Xinyi Jiang; Guoming Wang; Junhao Guo; Juncheng Li 006; Wenqiao Zhang; Rongxing Lu; Siliang Tang (CVPR, 2024)

HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data. - Qifan Yu; Juncheng Li 006; Longhui Wei; Liang Pang; Wentao Ye; Bosheng Qin; Siliang Tang; Qi Tian 001; Yueting Zhuang (CVPR, 2024)

Bridging Local Details and Global Context in Text-Attributed Graphs. - Yaoke Wang; Yun Zhu; Wenqiao Zhang; Yueting Zhuang; Liyunfei Liyunfei; Siliang Tang (EMNLP, 2024)

Language Model is a Branch Predictor for Simultaneous Machine Translation. - Aoxiong Yin; Tianyun Zhong; Haoyuan Li 002; Siliang Tang; Zhou Zhao 001 (ICASSP, 2024)

Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions. - Juncheng Li 006; Kaihang Pan; Zhiqi Ge; Minghe Gao; Wei Ji 008; Wenqiao Zhang; Tat-Seng Chua; Siliang Tang; Hanwang Zhang; Yueting Zhuang (ICLR, 2024)

InstructVid2Vid: Controllable Video Editing with Natural Language Instructions. - Bosheng Qin; Juncheng Li 006; Siliang Tang; Tat-Seng Chua; Yueting Zhuang (ICME, 2024)

NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models. - Zeqian Ju; Yuancheng Wang; Kai Shen; Xu Tan 003; Detai Xin; Dongchao Yang; Eric Liu; Yichong Leng; Kaitao Song; Siliang Tang; Zhizheng Wu 001; Tao Qin 001; et al. (ICML, 2024)

Auto-Encoding Morph-Tokens for Multimodal LLM. - Kaihang Pan; Siliang Tang; Juncheng Li 006; Zhaoyu Fan; Wei Chow; Shuicheng Yan; Tat-Seng Chua; Yueting Zhuang; Hanwang Zhang (ICML, 2024)

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning. - Long Qian; Juncheng Li 006; Yu Wu 011; Yaobo Ye; Hao Fei 001; Tat-Seng Chua; Yueting Zhuang; Siliang Tang (ICML, 2024)

Efficient Tuning and Inference for Large Language Models on Textual Graphs. - Yun Zhu; Yaoke Wang; Haizhou Shi; Siliang Tang (IJCAI, 2024)

FastLearn: A Rapid Learning Agent for Chat Models to Acquire Latest Knowledge. - Chenhan Fu; Guoming Wang; Rongxing Lu; Siliang Tang (MIPR, 2024)

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback. - Minghe Gao; Juncheng Li 006; Hao Fei 001; Liang Pang; Wei Ji 008; Guoming Wang; Zheqi Lv; Wenqiao Zhang; Siliang Tang; Yueting Zhuang (ACM Multimedia, 2024)

Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales. - Minghe Gao; Shuang Chen; Liang Pang; Yuan Yao 013; Jisheng Dang; Wenqiao Zhang; Juncheng Li 006; Siliang Tang; Yueting Zhuang; Tat-Seng Chua (ACM Multimedia, 2024)

DEMON24: ACM MM24 Demonstrative Instruction Following Challenge. - Zhiqi Ge; Juncheng Li 006; Qifan Yu; Wei Zhou; Siliang Tang; Yueting Zhuang (ACM Multimedia, 2024)

WorldGPT: Empowering LLM as Multimodal World Model. - Zhiqi Ge; Hongzhe Huang; Mingze Zhou; Juncheng Li 006; Guoming Wang; Siliang Tang; Yueting Zhuang (ACM Multimedia, 2024)

Unified Generative and Discriminative Training for Multi-modal Large Language Models. - Wei Chow; Juncheng Li 006; Qifan Yu; Kaihang Pan; Hao Fei 001; Zhiqi Ge; Shuai Yang; Siliang Tang; Hanwang Zhang; Qianru Sun (NeurIPS, 2024)

Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration. - Kaihang Pan; Zhaoyu Fan; Juncheng Li 006; Qifan Yu; Hao Fei 001; Siliang Tang; Richang Hong; Hanwang Zhang; Qianru Sun (NeurIPS, 2024)

I3: Intent-Introspective Retrieval Conditioned on Instructions. - Kaihang Pan; Juncheng Li 006; Wenjie Wang 007; Hao Fei 001; Hongye Song; Wei Ji 008; Jun Lin; Xiaozhong Liu; Tat-Seng Chua; Siliang Tang (SIGIR, 2024)

MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning. - Yun Zhu; Haizhou Shi; Zhenshuo Zhang; Siliang Tang (WWW, 2024)

GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfer Learning. - Yun Zhu; Yaoke Wang; Haizhou Shi; Zhenshuo Zhang; Dian Jiao; Siliang Tang (WWW, 2024)

NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models. - Zeqian Ju; Yuancheng Wang; Kai Shen; Xu Tan 003; Detai Xin; Dongchao Yang; Yanqing Liu; Yichong Leng; Kaitao Song; Siliang Tang; Zhizheng Wu 001; Tao Qin 001; et al. (CoRR, 2024)

HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models. - Wenqiao Zhang; Tianwei Lin; Jiang Liu; Fangxun Shu; Haoyuan Li 002; Lei Zhang 006; Wanggui He; Hao Zhou; Zheqi Lv; Hao Jiang 014; Juncheng Li 006; Siliang Tang; et al. (CoRR, 2024)

LASER: Tuning-Free LLM-Driven Attention Control for Efficient Text-conditioned Image-to-Animation. - Haoyu Zheng; Wenqiao Zhang; Yaoke Wang; Hao Zhou; Jiang Liu; Juncheng Li 006; Zheqi Lv; Siliang Tang; Yueting Zhuang (CoRR, 2024)

WorldGPT: Empowering LLM as Multimodal World Model. - Zhiqi Ge; Hongzhe Huang; Mingze Zhou; Juncheng Li 014; Guoming Wang; Siliang Tang; Yueting Zhuang (CoRR, 2024)

DuetRAG: Collaborative Retrieval-Augmented Generation. - Dian Jiao; Li Cai; Jingsheng Huang; Wenqiao Zhang; Siliang Tang; Yueting Zhuang (CoRR, 2024)

Bridging Local Details and Global Context in Text-Attributed Graphs. - Yaoke Wang; Yun Zhu; Wenqiao Zhang; Yueting Zhuang; Yunfei Li; Siliang Tang (CoRR, 2024)

Improving Large Models with Small models: Lower Costs and Better Performance. - Dong Chen 017; Shuo Zhang 014; Yueting Zhuang; Siliang Tang; Qidong Liu 001; Hua Wang; Mingliang Xu 001 (CoRR, 2024)

IDEAL: Leveraging Infinite and Dynamic Characterizations of Large Language Models for Query-focused Summarization. - Jie Cao; Dian Jiao; Qiang Yan; Wenqiao Zhang; Siliang Tang; Yueting Zhuang (CoRR, 2024)

Logic Distillation: Learning from Code Function by Function for Planning and Decision-making. - Dong Chen 017; Shilin Zhang; Fei Gao; Yueting Zhuang; Siliang Tang; Qidong Liu 001; Mingliang Xu 001 (CoRR, 2024)

Graph Retrieval-Augmented Generation: A Survey. - Boci Peng; Yun Zhu; Yongchao Liu; Xiaohe Bo; Haizhou Shi; Chuntao Hong; Yan Zhang; Siliang Tang (CoRR, 2024)

E-CGL: An Efficient Continual Graph Learner. - Jianhao Guo; Zixuan Ni; Yun Zhu; Siliang Tang (CoRR, 2024)

TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition. - Tianwei Lin; Jiang Liu; Wenqiao Zhang; Zhaocheng Li; Yang Dai; Haoyuan Li 002; Zhelun Yu; Wanggui He; Juncheng Li 006; Hao Jiang 014; Siliang Tang; Yueting Zhuang (CoRR, 2024)

Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation. - Hongzhe Huang; Zhewen Yu; Jiang Liu; Li Cai; Dian Jiao; Wenqiao Zhang; Siliang Tang; Juncheng Li 006; Hao Jiang 014; Haoyuan Li 002; Yueting Zhuang (CoRR, 2024)

RADAR: Robust Two-stage Modality-incomplete Industrial Anomaly Detection. - Bingchen Miao; Wenqiao Zhang; Juncheng Li 006; Siliang Tang; Zhaocheng Li; Haochen Shi; Jun Xiao 001; Yueting Zhuang (CoRR, 2024)

Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms. - Minghe Gao; Wendong Bu; Bingchen Miao; Yang Wu; Yunfei Li; Juncheng Li 006; Siliang Tang; Qi Wu; Yueting Zhuang; Meng Wang (CoRR, 2024)

Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness. - Qifan Yu; Zhebei Shen; Zhongqi Yue; Yang Wu; Wenqiao Zhang; Yunfei Li; Juncheng Li 006; Siliang Tang; Yueting Zhuang (CoRR, 2024)

Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining. - Zhiqi Ge; Juncheng Li 006; Xinglei Pang; Minghe Gao; Kaihang Pan; Wang Lin; Hao Fei 001; Wenqiao Zhang; Siliang Tang; Yueting Zhuang (CoRR, 2024)

Meta-Reflection: A Feedback-Free Reflection Learning Framework. - Yaoke Wang; Yun Zhu; Xintong Bao; Wenqiao Zhang; Suyang Dai; Kehan Chen; Wenqiang Li; Gang Huang; Siliang Tang; Yueting Zhuang (CoRR, 2024)

Boosting Private Domain Understanding of Efficient MLLMs: A Tuning-free, Adaptive, Universal Prompt Optimization Framework. - Jiang Liu; Bolin Li; Haoyuan Li 002; Tianwei Lin; Wenqiao Zhang; Tao Zhong; Zhelun Yu; Jinghao Wei; Hao Cheng; Hao Jiang 014; Zheqi Lv; Juncheng Li 006; et al. (CoRR, 2024)

MAKIMA: Tuning-free Multi-Attribute Open-domain Video Editing via Mask-Guided Attention Modulation. - Haoyu Zheng; Wenqiao Zhang; Zheqi Lv; Yu Zhong; Yang Dai; Jianxiang An; Yongliang Shen 001; Juncheng Li 006; Dongping Zhang; Siliang Tang; Yueting Zhuang (CoRR, 2024)

Contrastive Hawkes graph neural networks with dynamic sampling for event prediction. - Zongshen Mu; Yueting Zhuang; Siliang Tang (Neurocomputing, 2024)

Position-aware compositional embeddings for compressed recommendation systems. - Zongshen Mu; Yueting Zhuang; Siliang Tang (Neurocomputing, 2024)

RustGraph: Robust Anomaly Detection in Dynamic Graphs by Jointly Learning Structural-Temporal Dependency. - Jianhao Guo; Siliang Tang; Juncheng Li 006; Kaihang Pan; Lingfei Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

Unleash the Power of Inconsistency-Based Semi-Supervised Active Learning by Dynamic Programming of Curriculum Learning. - Jiannan Guo 003; Yangyang Kang; Xiaolin Li; Wenqiao Zhang; Kun Kuang; Changlong Sun; Siliang Tang; Fei Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

Ask Questions With Double Hints: Visual Question Generation With Answer-Awareness and Region-Reference. - Kai Shen; Lingfei Wu 001; Siliang Tang; Fangli Xu; Bo Long; Yueting Zhuang; Jian Pei 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Align²LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation. - Hongzhe Huang; Jiang Liu; Zhewen Yu; Li Cai; Dian Jiao; Wenqiao Zhang; Siliang Tang; Juncheng Li 014; Hao Jiang 014; Haoyuan Li 002; Yueting Zhuang (ACL (Findings), 2025)

ChatMap: Mining Human Thought Processes for Customer Service Chatbots via Multi-Agent Collaboration. - Xinyi Jiang; Tianyi Hu; Yuheng Qin; Guoming Wang; Zhou Huan; Kehan Chen; Gang Huang; Rongxing Lu; Siliang Tang (ACL (Findings), 2025)

TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition. - Tianwei Lin; Jiang Liu; Wenqiao Zhang; Yang Dai; Haoyuan Li 002; Zhelun Yu; Wanggui He; Juncheng Li 006; Jiannan Guo 003; Hao Jiang 014; Siliang Tang; Yueting Zhuang (ACL (1), 2025)

Meta-Reflection: A Feedback-Free Reflection Learning Framework. - Yaoke Wang; Yun Zhu; XintongBao XintongBao; Wenqiao Zhang; Suyang Dai; Kehan Chen; Wenqiang Li; Gang Huang; Siliang Tang; Yueting Zhuang (ACL (1), 2025)

Choice is what matters after Attention. - Chenhan Fu; Guoming Wang; Juncheng Li 006; Rongxing Lu; Siliang Tang (AISTATS, 2025)

ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs. - Chenhan Fu; Guoming Wang; Juncheng Li 006; Wenqiao Zhang; Rongxing Lu; Siliang Tang (COLING, 2025)

Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens. - Kaihang Pan; Wang Lin; Zhongqi Yue; Tenglong Ao; Liyu Jia; Wei Zhao; Juncheng Li 006; Siliang Tang; Hanwang Zhang (CVPR, 2025)

STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training. - Haiyi Qiu; Minghe Gao; Long Qian; Kaihang Pan; Qifan Yu; Juncheng Li 006; Wenjie Wang 007; Siliang Tang; Yueting Zhuang; Tat-Seng Chua (CVPR, 2025)

AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea. - Qifan Yu; Wei Chow; Zhongqi Yue; Kaihang Pan; Yang Wu; Xiaoyang Wan; Juncheng Li 006; Siliang Tang; Hanwang Zhang; Yueting Zhuang (CVPR, 2025)

MedQuery: A Graph-Driven Medical Literature-Enhanced Query Answering System. - Chenhan Fu; Yu Xia; Guoming Wang; Rongxing Lu; Siliang Tang (ICMR, 2025)

LLAUS: A High-Quality Instruction-Tuned Large Vision Language Assistant for UltraSound. - Junhao Guo; XueFeng Shan; Guoming Wang; Dong Chen 017; Rongxing Lu; Siliang Tang (ICMR, 2025)

MM-CARP: Multimodal Model with Cross-Modal Retrieval-Augmented and Visual Region Perception. - Junhao Guo; Chenhan Fu; Guoming Wang; Rongxing Lu; Dong Chen 017; Siliang Tang (MMM (2), 2025)

GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs. - Yun Zhu; Haizhou Shi; Xiaotang Wang; Yongchao Liu; Yaoke Wang; Boci Peng; Chuntao Hong; Siliang Tang (WWW, 2025)

EvidenceMap: Learning evidence analysis to unleash the power of small language models for biomedical question answering. - Chang Zong; Jian Wan; Siliang Tang; Lei Zhang 006 (Artif. Intell. Medicine, 2025)

Improving Vision Anomaly Detection With the Guidance of Language Modality. - Dong Chen 017; Kaihang Pan; Guangyu Dai; Guoming Wang; Yueting Zhuang; Siliang Tang; Mingliang Xu 001 (IEEE Trans. Multim., 2025)

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation. - Tianwei Lin; Wenqiao Zhang; Sijing Li; Yuqian Yuan; Binhe Yu; Haoyuan Li 002; Wanggui He; Hao Jiang 014; Mengze Li 001; Xiaohui Song; Siliang Tang; Jun Xiao 001; et al. (CoRR, 2025)

FADngs: Federated Learning for Anomaly Detection. - Boyu Dong; Dong Chen 017; Yu Wu 011; Siliang Tang; Yueting Zhuang (IEEE Trans. Neural Networks Learn. Syst., 2025)

Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts. - Xiangnan Chen; Yuancheng Fang; Qian Xiao; Juncheng Li 006; Jun Lin; Siliang Tang; Yi Yang 001; Yueting Zhuang (CoRR, 2025)

The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation. - Aoxiong Yin; Kai Shen; Yichong Leng; Xu Tan 003; Xinyu Zhou; Juncheng Li 006; Siliang Tang (CoRR, 2025)

SOYO: A Tuning-Free Approach for Video Style Morphing via Style-Adaptive Interpolation in Diffusion Models. - Haoyu Zheng; Qifan Yu; Binghe Yu; Yang Dai; Wenqiao Zhang; Juncheng Li 006; Siliang Tang; Yueting Zhuang (CoRR, 2025)

Boosting Virtual Agent Learning and Reasoning: A Step-wise, Multi-dimensional, and Generalist Reward Model with Benchmark. - Bingchen Miao; Yang Wu; Minghe Gao; Qifan Yu; Wendong Bu; Wenqiao Zhang; Yunfei Li; Siliang Tang; Tat-Seng Chua; Juncheng Li 006 (CoRR, 2025)

Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program. - Minghe Gao; Xuqi Liu; Zhongqi Yue; Yang Wu; Shuang Chen; Juncheng Li 006; Siliang Tang; Fei Wu 001; Tat-Seng Chua; Yueting Zhuang (CoRR, 2025)

On Path to Multimodal Generalist: General-Level and General-Bench. - Hao Fei 001; Yuan Zhou 016; Juncheng Li 006; Xiangtai Li; Qingshan Xu 001; Bobo Li; Shengqiong Wu; Yaoting Wang; Junbao Zhou; Jiahao Meng; Qingyu Shi; Zhiyuan Zhou; et al. (CoRR, 2025)

Unlocking Aha Moments via Reinforcement Learning: Advancing Collaborative Visual Comprehension and Generation. - Kaihang Pan; Yang Wu; Wendong Bu; Kai Shen; Juncheng Li 006; Yingting Wang; Yunfei Li; Siliang Tang; Jun Xiao 001; Fei Wu 001; Hang Zhao; Yueting Zhuang (CoRR, 2025)

MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query. - Wei Chow; Yuan Gao; Linfeng Li; Xian Wang; Qi Xu; Hang Song; Lingdong Kong; Ran Zhou; Yi Zeng; Yidong Cai; Botian Jiang; Shilin Xu 001; et al. (CoRR, 2025)

FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL. - Kaihang Pan; Wendong Bu; Yuruo Wu; Yang Wu; Kai Shen; Yunfei Li; Hang Zhao; Juncheng Li 006; Siliang Tang; Yueting Zhuang (CoRR, 2025)

MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models. - Jie Cao; Tianwei Lin; Hongyang He; Rolan Yan; Wenqiao Zhang; Juncheng Li 006; Dongping Zhang; Siliang Tang; Yueting Zhuang (CoRR, 2025)

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities. - Wendong Bu; Yang Wu; Qifan Yu; Minghe Gao; Bingchen Miao; Zhenkui Zhang; Kaihang Pan; Yunfei Li; Mengze Li 001; Wei Ji 008; Juncheng Li 006; Siliang Tang; et al. (CoRR, 2025)

Graft: Integrating the Domain Knowledge via Efficient Parameter Synergy for MLLMs. - Yang Dai; Jianxiang An; Tianwei Lin; Hongyang He; Hongzhe Huang; Wenqiao Zhang; Zheqi Lv; Siliang Tang; Yueting Zhuang (CoRR, 2025)

DBA: Efficient Transformer With Dynamic Bilinear Low-Rank Attention. - Bosheng Qin; Juncheng Li 006; Siliang Tang; Yueting Zhuang (IEEE Trans. Neural Networks Learn. Syst., 2025)