Fast Routing in Location-Based Social Networks Leveraging Check-in Data. - Yulong Gu; Weidong Liu 001; Yuan Yao 013; Jiaxing Song (iThings/GreenCom/CPSCom, 2014)

A Mixture Distribution Based System in BitTorrent-Like P2P Networks. - Yuan Yao 013; Yong Tian; Weidong Liu 001; Jiaxing Song (ICPADS, 2015)

We Know What You Are Doing or Going to Do: Towards Accurate Human Activities Sensing. - Yulong Gu; Mengjia Feng; Yuan Yao 013; Weidong Liu 001; Jiaxing Song (ICCCN, 2016)

We Know Where You Are: Home Location Identification in Location-Based Social Networks. - Yulong Gu; Yuan Yao 013; Weidong Liu 001; Jiaxing Song (ICCCN, 2016)

Grouped Text Clustering Using Non-Parametric Gaussian Mixture Experts. - Yong Tian; Yu Rong 003; Yuan Yao 013; Weidong Liu 001; Jiaxing Song (PRICAI, 2016)

Towards Accurate Relation Extraction from Wikipedia. - Yulong Gu; Jiaxing Song; Weidong Liu 001; Yuan Yao 013; Lixin Zou (WI, 2016)

Context Aware Matrix Factorization for Event Recommendation in Event-Based Social Networks. - Yulong Gu; Jiaxing Song; Weidong Liu 001; Lixin Zou; Yuan Yao 013 (WI, 2016)

HDNN-CF: A hybrid deep neural networks collaborative filtering architecture for event recommendation. - Lixin Zou; Yulong Gu; Jiaxing Song; Weidong Liu 001; Yuan Yao 013 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Long short-term memory based recurrent neural networks for collaborative filtering. - Lixin Zou; Yulong Gu; Jiaxing Song; Weidong Liu 001; Yuan Yao 013 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation. - Xu Han 007; Hao Zhu 006; Pengfei Yu; Ziyun Wang; Yuan Yao 013; Zhiyuan Liu 001; Maosong Sun 001 (EMNLP, 2018)

CAMF: Context Aware Matrix Factorization for Social Recommendation. - Yulong Gu; Jiaxing Song; Weidong Liu 001; Lixin Zou; Yuan Yao 013 (Web Intell., 2018)

DocRED: A Large-Scale Document-Level Relation Extraction Dataset. - Yuan Yao 013; Deming Ye; Peng Li 030; Xu Han 007; Yankai Lin; Zhenghao Liu 001; Zhiyuan Liu 001; Lixin Huang; Jie Zhou 016; Maosong Sun 001 (ACL (1), 2019)

Attention-Aware Multi-Stroke Style Transfer. - Yuan Yao 013; Jianqiang Ren; Xuansong Xie; Weidong Liu 001; Yong-Jin Liu; Jun Wang (CVPR, 2019)

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction. - Xu Han 007; Tianyu Gao 001; Yuan Yao 013; Deming Ye; Zhiyuan Liu 001; Maosong Sun 001 (EMNLP/IJCNLP (3), 2019)

Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data. - Ruidong Wu; Yuan Yao 013; Xu Han 007; Ruobing Xie; Zhiyuan Liu 001; Fen Lin; Leyu Lin; Maosong Sun 001 (EMNLP/IJCNLP (1), 2019)

An Acceleration Framework for High Resolution Image Synthesis. - Jinlin Liu; Yuan Yao 013; Jianqiang Ren (CoRR, 2019)

Adversarial Language Games for Advanced Natural Language Intelligence. - Yuan Yao 013; Haoxi Zhong; Zhengyan Zhang; Xu Han 007; Xiaozhi Wang; Chaojun Xiao; Guoyang Zeng; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2019)

Meta-Information Guided Meta-Learning for Few-Shot Relation Classification. - Bowen Dong; Yuan Yao 013; Ruobing Xie; Tianyu Gao 001; Xu Han 007; Zhiyuan Liu 001; Fen Lin; Leyu Lin; Maosong Sun 001 (COLING, 2020)

Boosting Semantic Human Matting With Coarse Annotations. - Jinlin Liu; Yuan Yao 013; Wendi Hou; Miaomiao Cui; Xuansong Xie; Changshui Zhang; Xian-Sheng Hua 001 (CVPR, 2020)

Denoising Relation Extraction from Document-level Distant Supervision. - Chaojun Xiao; Yuan Yao 013; Ruobing Xie; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001; Fen Lin; Leyu Lin (EMNLP (1), 2020)

Integrating Image-Based and Knowledge-Based Representation Learning. - Ruobing Xie; Stefan Heinrich; Zhiyuan Liu 001; Cornelius Weber; Yuan Yao 013; Stefan Wermter; Maosong Sun 001 (IEEE Trans. Cogn. Dev. Syst., 2020)

Adversarial Language Games for Advanced Natural Language Intelligence. - Yuan Yao 013; Haoxi Zhong; Zhengyan Zhang; Xu Han 007; Xiaozhi Wang; Kai Zhang 033; Chaojun Xiao; Guoyang Zeng; Zhiyuan Liu 001; Maosong Sun 001 (AAAI, 2021)

Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution. - Fanchao Qi; Yuan Yao 013; Sophia Xu; Zhiyuan Liu 001; Maosong Sun 001 (ACL/IJCNLP (1), 2021)

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. - Fanchao Qi; Yangyi Chen; Mukai Li; Yuan Yao 013; Zhiyuan Liu 001; Maosong Sun 001 (EMNLP (1), 2021)

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild. - Yuan Yao 013; Jiaju Du; Yankai Lin; Peng Li 030; Zhiyuan Liu 001; Jie Zhou 016; Maosong Sun 001 (EMNLP (1), 2021)

Open Hierarchical Relation Extraction. - Kai Zhang 033; Yuan Yao 013; Ruobing Xie; Xu Han 007; Zhiyuan Liu 001; Fen Lin; Leyu Lin; Maosong Sun 001 (NAACL-HLT, 2021)

Pre-trained models: Past, present and future. - Xu Han 007; Zhengyan Zhang; Ning Ding 002; Yuxian Gu; Xiao Liu 036; Yuqi Huo; Jiezhong Qiu; Yuan Yao 013; Ao Zhang; Liang Zhang; Wentao Han; Minlie Huang; et al. (AI Open, 2021)

CPM-2: Large-scale cost-effective pre-trained language models. - Zhengyan Zhang; Yuxian Gu; Xu Han 007; Shengqi Chen 001; Chaojun Xiao; Zhenbo Sun; Yuan Yao 013; Fanchao Qi; Jian Guan 002; Pei Ke; Yanzheng Cai; Guoyang Zeng; et al. (AI Open, 2021)

UPRec: User-Aware Pre-training for Recommender Systems. - Chaojun Xiao; Ruobing Xie; Yuan Yao 013; Zhiyuan Liu 001; Maosong Sun 001; Xu Zhang 028; Leyu Lin (CoRR, 2021)

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. - Yuan Yao 013; Qingxiu Dong; Jian Guan 002; Boxi Cao; Zhengyan Zhang; Chaojun Xiao; Xiaozhi Wang; Fanchao Qi; Junwei Bao 001; Jinran Nie; Zheni Zeng; Yuxian Gu; et al. (CoRR, 2021)

Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect. - Zheni Zeng; Chaojun Xiao; Yuan Yao 013; Ruobing Xie; Zhiyuan Liu 001; Fen Lin; Leyu Lin; Maosong Sun 001 (Frontiers Big Data, 2021)

Prompt Tuning for Discriminative Pre-trained Language Models. - Yuan Yao 013; Bowen Dong; Ao Zhang; Zhengyan Zhang; Ruobing Xie; Zhiyuan Liu 001; Leyu Lin; Maosong Sun 001; Jianyong Wang 001 (ACL (Findings), 2022)

Unpaired Cartoon Image Synthesis via Gated Cycle Mapping. - Yifang Men; Yuan Yao 013; Miaomiao Cui; Zhouhui Lian; Xuansong Xie; Xian-Sheng Hua 001 (CVPR, 2022)

Structure-Aware Flow Generation for Human Body Reshaping. - Jianqiang Ren; Yuan Yao 013; Biwen Lei; Miaomiao Cui; Xuansong Xie (CVPR, 2022)

Fine-Grained Scene Graph Generation with Data Transfer. - Ao Zhang; Yuan Yao 013; Qianyu Chen; Wei Ji 008; Zhiyuan Liu 001; Maosong Sun 001; Tat-Seng Chua (ECCV (27), 2022)

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. - Yuan Yao 013; Qianyu Chen; Ao Zhang; Wei Ji 008; Zhiyuan Liu 001; Tat-Seng Chua; Maosong Sun 001 (EMNLP, 2022)

DCT-net: domain-calibrated translation for portrait stylization. - Yifang Men; Yuan Yao 013; Miaomiao Cui; Zhouhui Lian; Xuansong Xie (ACM Trans. Graph., 2022)

Visually Grounded Commonsense Knowledge Acquisition. - Yuan Yao 013; Tianyu Yu 002; Ao Zhang; Mengdi Li; Ruobing Xie; Cornelius Weber; Zhiyuan Liu 001; Hai-Tao Zheng 002; Stefan Wermter; Tat-Seng Chua; Maosong Sun 001 (AAAI, 2023)

Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants. - Tianyu Yu 002; Jinyi Hu; Yuan Yao 013; Haoye Zhang; Yue Zhao; Chongyi Wang; Shan Wang 015; Yinxv Pan; Jiao Xue; Dahai Li; Zhiyuan Liu 001; Hai-Tao Zheng 002; et al. (CoRR, 2023)

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback. - Tianyu Yu 002; Yuan Yao 013; Haoye Zhang; Taiwen He; Yifeng Han; Ganqu Cui; Jinyi Hu; Zhiyuan Liu 001; Hai-Tao Zheng 002; Maosong Sun 001; Tat-Seng Chua (CoRR, 2023)

DreaMoving: A Human Video Generation Framework based on Diffusion Models. - Mengyang Feng; Jinlin Liu; Kai Yu; Yuan Yao 013; Zheng Hui; Xiefan Guo; Xianhui Lin; Haolan Xue; Chen Shi; Xiaowen Li; Aojie Li; Xiaoyang Kang 002; et al. (CoRR, 2023)

UPRec: User-aware Pre-training for sequential Recommendation. - Chaojun Xiao; Ruobing Xie; Yuan Yao 013; Zhiyuan Liu 001; Maosong Sun 001; Xu Zhang 028; Leyu Lin (AI Open, 2023)

Fine-Grained Legal Argument-Pair Extraction via Coarse-Grained Pre-training. - Chaojun Xiao; Yutao Sun; Yuan Yao 013; Xu Han 007; Wenbin Zhang; Zhiyuan Liu 001; Maosong Sun 001 (LREC/COLING, 2024)

En3D: An Enhanced Generative Model for Sculpting 3D Humans from 2D Synthetic Data. - Yifang Men; Biwen Lei; Yuan Yao 013; Miaomiao Cui; Zhouhui Lian; Xuansong Xie (CVPR, 2024)

Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis. - Zanlin Ni; Yulin Wang 002; Renping Zhou; Jiayi Guo; Jinyi Hu; Zhiyuan Liu 001; Shiji Song; Yuan Yao 013; Gao Huang 001 (CVPR, 2024)

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback. - Tianyu Yu 002; Yuan Yao 013; Haoye Zhang; Taiwen He; Yifeng Han; Ganqu Cui; Jinyi Hu; Zhiyuan Liu 001; Hai-Tao Zheng 002; Maosong Sun 001 (CVPR, 2024)

LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images. - Zonghao Guo; Ruyi Xu; Yuan Yao 013; Junbo Cui; Zanlin Ni; Chunjiang Ge; Tat-Seng Chua; Zhiyuan Liu 001; Gao Huang 001 (ECCV (83), 2024)

AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation. - Zanlin Ni; Yulin Wang 002; Renping Zhou; Rui Lu; Jiayi Guo; Jinyi Hu; Zhiyuan Liu 001; Yuan Yao 013; Gao Huang 001 (ECCV (16), 2024)

MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension. - Xingyu Lu; He Cao; Zijing Liu; Shengyuan Bai; Leqing Chen; Yuan Yao 013; Hai-Tao Zheng 002; Yu Li 003 (EMNLP (Findings), 2024)

Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages. - Jinyi Hu; Yuan Yao 013; Chongyi Wang; Shan Wang 015; Yinxu Pan; Qianyu Chen; Tianyu Yu 002; Hanghao Wu; Yue Zhao; Haoye Zhang; Xu Han 007; Yankai Lin; et al. (ICLR, 2024)

NExT-Chat: An LMM for Chat, Detection and Segmentation. - Ao Zhang; Yuan Yao 013; Wei Ji 008; Zhiyuan Liu 001; Tat-Seng Chua (ICML, 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)

ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis. - Zanlin Ni; Yulin Wang 002; Renping Zhou; Yizeng Han; Jiayi Guo; Zhiyuan Liu 001; Yuan Yao 013; Gao Huang 001 (NeurIPS, 2024)

Relation-aware deep neural network enables more efficient biomedical knowledge acquisition from massive literature. - Chenyang Song; Zheni Zeng; Changyao Tian; Kuai Li; Yuan Yao 013; Suncong Zheng; Zhiyuan Liu 001; Maosong Sun 001 (AI Open, 2024)

CPT: Colorful Prompt Tuning for pre-trained vision-language models. - Yuan Yao 013; Ao Zhang; Zhengyan Zhang; Zhiyuan Liu 001; Tat-Seng Chua; Maosong Sun 001 (AI Open, 2024)

LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images. - Ruyi Xu; Yuan Yao 013; Zonghao Guo; Junbo Cui; Zanlin Ni; Chunjiang Ge; Tat-Seng Chua; Zhiyuan Liu 001; Maosong Sun 001; Gao Huang 001 (CoRR, 2024)

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies. - Shengding Hu; Yuge Tu; Xu Han 007; Chaoqun He; Ganqu Cui; Xiang Long; Zhi Zheng; Yewei Fang; Yuxiang Huang; Weilin Zhao; Xinrong Zhang; Zhen Leng Thai; et al. (CoRR, 2024)

RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness. - Tianyu Yu 002; Haoye Zhang; Yuan Yao 013; Yunkai Dang; Da Chen; Xiaoman Lu; Ganqu Cui; Taiwen He; Zhiyuan Liu 001; Tat-Seng Chua; Maosong Sun 001 (CoRR, 2024)

GUICourse: From General Vision Language Models to Versatile GUI Agents. - Wentong Chen; Junbo Cui; Jinyi Hu; Yujia Qin; Junjie Fang; Yue Zhao; Chongyi Wang; Jun Liu; Guirong Chen; Yupeng Huo; Yuan Yao 013; Yankai Lin; et al. (CoRR, 2024)

MiniCPM-V: A GPT-4V Level MLLM on Your Phone. - Yuan Yao 013; Tianyu Yu 002; Ao Zhang; Chongyi Wang; Junbo Cui; Hongji Zhu; Tianchi Cai; Haoyu Li; Weilin Zhao; Zhihui He; Qianyu Chen; Huarong Zhou; et al. (CoRR, 2024)

RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness. - Tianyu Yu 002; Haoye Zhang; Qiming Li; Qixin Xu; Yuan Yao 013; Da Chen; Xiaoman Lu; Ganqu Cui; Yunkai Dang; Taiwen He; Xiaocheng Feng; Jun Song; et al. (CVPR, 2025)

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models. - Weidi Luo; He Cao; Zijing Liu; Yu Wang; Aidan Wong; Bin Feng 001; Yuan Yao 013; Yu Li 003 (NAACL (Findings), 2025)

Process Reinforcement through Implicit Rewards. - Ganqu Cui; Lifan Yuan; Zefan Wang; Hanbin Wang; Wendi Li; Bingxiang He; Yuchen Fan; Tianyu Yu 002; Qixin Xu; Weize Chen; Jiarui Yuan; Huayu Chen; et al. (CoRR, 2025)

Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language. - Zekai Qu; Ruobing Xie; Chaojun Xiao; Yuan Yao 013; Zhiyuan Liu 001; Fengzong Lian; Zhanhui Kang; Jie Zhou 016 (ACM Trans. Inf. Syst., 2025)

RLPR: Extrapolating RLVR to General Domains without Verifiers. - Tianyu Yu 002; Bo Ji; Shouli Wang; Shu Yao; Zefan Wang; Ganqu Cui; Lifan Yuan; Ning Ding 002; Yuan Yao 013; Zhiyuan Liu 001; Maosong Sun 001; Tat-Seng Chua (CoRR, 2025)