GraRep: Learning Graph Representations with Global Structural Information. - Shaosheng Cao; Wei Lu 011; Qiongkai Xu (CIKM, 2015)

Deep Neural Networks for Learning Graph Representations. - Shaosheng Cao; Wei Lu 011; Qiongkai Xu (AAAI, 2016)

Improving Word Embeddings with Convolutional Feature Learning and Subword Information. - Shaosheng Cao; Wei Lu 011 (AAAI, 2017)

POSTER: Actively Detecting Implicit Fraudulent Transactions. - Shaosheng Cao; Xinxing Yang; Jun Zhou 011; Xiaolong Li 005; Yuan (Alan) Qi; Kai Xiao (CCS, 2017)

Investigating Stroke-Level Information for Learning Chinese Word Embeddings. - Shaosheng Cao; Wei Lu 011; Jun Zhou 011; Xiaolong Li 005 (ISWC (Posters, Demos & Industry Tracks), 2017)

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information. - Shaosheng Cao; Wei Lu 011; Jun Zhou 011; Xiaolong Li 005 (AAAI, 2018)

TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial. - Shaosheng Cao; Xinxing Yang; Cen Chen 001; Jun Zhou 011; Xiaolong Li 005; Yuan Qi 001 (Proc. VLDB Endow., 2019)

ServiceGroup: A Human-Machine Cooperation Solution for Group Chat Customer Service. - Minghui Yang; Hengbin Cui; Shaosheng Cao; Yafang Wang; Xiaolong Li 005 (SIGIR, 2020)

A Dialogue-based Information Extraction System for Medical Insurance Assessment. - Shuang Peng 009; Mengdi Zhou; Minghui Yang; Haitao Mi; Shaosheng Cao; Zujie Wen; Teng Xu 007; Hongbin Wang; Lei Liu (ACL/IJCNLP (Findings), 2021)

'Could You Describe the Reason for the Transfer?': A Reinforcement Learning Based Voice-Enabled Bot Protecting Customers from Financial Frauds. - Zihao Wang; Fudong Wang; Haipeng Zhang 004; Minghui Yang; Shaosheng Cao; Zujie Wen; Zhe Zhang (CIKM, 2021)

IntelliTag: An Intelligent Cloud Customer Service System Based on Tag Recommendation. - Minghui Yang; Shaosheng Cao; Binbin Hu; Xianling Chen; Hengbin Cui; Zhiqiang Zhang 012; Jun Zhou 011; Xiaolong Li 005 (ICDE, 2021)

Modeling Freight-Sharing Platform Operations for Optimal Compensation Strategy Using Markov Decision Processes. - Siqi Shu; Zhengqi Chen; Zhe Yu 001; Shaosheng Cao; Guobin Wu 001; Donghai Shi; Gaoang Wang; Zuozhu Liu; Xiqun Chen; Xiaoxiang Na; Chao Wu 001; Simon Hu 001 (ITSC, 2022)

SAMI: A Shape-Aware Cycling Map Inference Framework for Designated Driving Service. - Wenyi Shen; Wenyu Wu; Jiali Mao; Jie Chen 021; Shaosheng Cao; Lisheng Zhao; Aoying Zhou; Lin Zhou (ICDE, 2023)

A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management. - Liyue Chen; Jiangyi Fang; Zhe Yu 001; Yongxin Tong; Shaosheng Cao; Leye Wang (KDD, 2023)

PICT: Precision-enhanced Road Intersection Recognition Using Cycling Trajectories. - Wenyu Wu; Wenyi Shen; Jiali Mao; Lisheng Zhao; Shaosheng Cao; Aoying Zhou; Lin Zhou (ECML/PKDD (7), 2023)

A Consumer Compensation System in Ride-hailing Service. - Zhe Yu 001; Chi Xia; Shaosheng Cao; Lin Zhou; Haibin Huang (SIGIR, 2023)

STHAN: Transportation Demand Forecasting with Compound Spatio-Temporal Relationships. - Shuai Ling; Zhe Yu 001; Shaosheng Cao; Haipeng Zhang 004; Simon Hu 001 (ACM Trans. Knowl. Discov. Data, 2023)

A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction. - Simon Hu 001; Yin Ye; Qinru Hu; Xin Liu; Shaosheng Cao; Howard H. Yang; Yongdong Shen; Panagiotis Angeloudis; Leandro Parada; Chao Wu 001 (IEEE Trans. Veh. Technol., 2023)

Distinguish the Indistinguishable: Spatial Personalized Transformer for Traffic Flow Forecast. - Ao Chen; Shaosheng Cao; Haipeng Zhang (APWeb/WAIM (2), 2024)

A Unified Model for Spatio-Temporal Prediction Queries with Arbitrary Modifiable Areal Units. - Liyue Chen; Jiangyi Fang; Tengfei Liu; Shaosheng Cao; Leye Wang (ICDE, 2024)

A Multi-class Ride-hailing Service Subsidy System Utilizing Deep Causal Networks. - Zhe Yu; Chi Xia; Shaosheng Cao; Lin Zhou (CoRR, 2024)

ScalingNote: Scaling up Retrievers with Large Language Models for Real-World Dense Retrieval. - Suyuan Huang 001; Chao Zhang 096; Yuanyuan Wu; Haoxin Zhang; Yuan Wang; Maolin Wang 001; Shaosheng Cao; Tong Xu 001; Xiangyu Zhao 001; Zengchang Qin; Yan Gao 017; Yunhan Bai; et al. (CoRR, 2024)

MIRAGE: Exploring How Large Language Models Perform in Complex Social Interactive Environments. - Yin Cai; Zhouhong Gu; Zhaohan Du; Zheyu Ye; Shaosheng Cao; Yiqian Xu; Hongwei Feng; Ping Chen 003 (ACL (2), 2025)

IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web. - Hongcheng Guo; Wei Zhang 021; Junhao Chen; Yaonan Gu; Jian Yang 003; Junjia Du; Shaosheng Cao; Binyuan Hui; Tianyu Liu 001; Jianxin Ma; Chang Zhou 005; Zhoujun Li 001 (ACL (Findings), 2025)

CDMap: Complementarity and Disparity-aware Map Inference Quality Enhancement. - Wenyu Wu; Jiali Mao; Jiafan Liu; Yixiao Tong; Lisheng Zhao; Shaosheng Cao; Jilin Hu; Aoying Zhou; Lin Zhou (ICDE, 2025)

Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification. - Wenxuan Huang 001; Zijie Zhai; Yunhang Shen; Shaosheng Cao; Fei Zhao 012; Xiangfeng Xu; Zheyu Ye; Shaohui Lin (ICLR, 2025)

Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions. - Jia Chen 003; Qian Dong; Haitao Li 006; Xiaohui He 002; Yan Gao 017; Shaosheng Cao; Yi Wu; Ping Yang; Chen Xu; Yao Hu 002; Qingyao Ai; Yiqun Liu 001 (SIGIR, 2025)

PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval. - Zihan Niu; Zheyong Xie; Shaosheng Cao; Chonggang Lu; Zheyu Ye; Tong Xu 001; Zuozhu Liu; Yan Gao 017; Jia Chen 003; Zhe Xu; Yi Wu; Yao Hu 002 (SIGIR, 2025)

MIRAGE: Exploring How Large Language Models Perform in Complex Social Interactive Environments. - Yin Cai; Zhouhong Gu; Zhaohan Du; Zheyu Ye; Shaosheng Cao; Yiqian Xu; Hongwei Feng; Ping Chen (CoRR, 2025)

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models. - Wenxuan Huang 001; Bohan Jia; Zijie Zhai; Shaosheng Cao; Zheyu Ye; Fei Zhao 012; Zhe Xu; Yao Hu 002; Shaohui Lin (CoRR, 2025)

Cluster-Driven Expert Pruning for Mixture-of-Experts Large Language Models. - Hongcheng Guo; Juntao Yao; Boyang Wang 006; Junjia Du; Shaosheng Cao; Donglin Di; Shun Zhang; Zhoujun Li 001 (CoRR, 2025)

Redefining Machine Translation on Social Network Services with Large Language Models. - Hongcheng Guo; Fei Zhao 012; Shaosheng Cao; Xinze Lyu; Ziyan Liu; Yue Wang; Boyang Wang 006; Zhoujun Li 001; Chonggang Lu; Zhe Xu; Yao Hu 002 (CoRR, 2025)

MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning. - Zhaopeng Feng; Shaosheng Cao; Jiahan Ren; Jiayuan Su; Ruizhe Chen; Yan Zhang 004; Zhe Xu; Yao Hu; Jian Wu 001; Zuozhu Liu (CoRR, 2025)

CompBench: Benchmarking Complex Instruction-guided Image Editing. - Bohan Jia; Wenxuan Huang 001; Yuntian Tang; Junbo Qiao; Jincheng Liao; Shaosheng Cao; Fei Zhao 012; Zhaopeng Feng; Zhouhong Gu; Zhenfei Yin; Lei Bai 001; Wanli Ouyang; et al. (CoRR, 2025)

MT3: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning. - Zhaopeng Feng; Yupu Liang; Shaosheng Cao; Jiayuan Su; Jiahan Ren; Zhe Xu; Yao Hu 002; Wenxuan Huang 001; Jian Wu; Zuozhu Liu (CoRR, 2025)

SNS-Bench-VL: Benchmarking Multimodal Large Language Models in Social Networking Services. - Hongcheng Guo; Zheyong Xie; Shaosheng Cao; Boyang Wang 006; Weiting Liu; Anjie Le; Lei Li; Zhoujun Li 001 (CoRR, 2025)

Act-as-Pet: Benchmarking the Abilities of Large Language Models as E-Pets in Social Network Services. - Hongcheng Guo; Zheyong Xie; Shaosheng Cao; Boyang Wang 006; Weiting Liu; Zheyu Ye; Zhoujun Li 001; Zuozhu Liu (CoRR, 2025)

AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need. - Zhouhong Gu; Xiaoxuan Zhu; Yin Cai; Hao Shen; Xingzhou Chen; Qingyi Wang; Jialin Li; Xiaoran Shi; Haoran Guo; Wenxuan Huang 001; Hongwei Feng; Yanghua Xiao; et al. (CoRR, 2025)

RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services. - Fei Zhao 012; Chonggang Lu; Yue Wang; Zheyong Xie; Ziyan Liu; Haofu Qian; JianZhao Huang; Fangcheng Shi; Zijie Meng; Hongcheng Guo; Mingqian He; Xinze Lyu; et al. (CoRR, 2025)

Interleaving Reasoning for Better Text-to-Image Generation. - Wenxuan Huang 001; Shuang Chen; Zheyong Xie; Shaosheng Cao; Shixiang Tang; Yufan Shen; Qingyu Yin; Wenbo Hu; Xiaoman Wang; Yuntian Tang; Junbo Qiao; Yue Guo; et al. (CoRR, 2025)

Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models. - Xiaoyu Zhan; Wenxuan Huang 001; Hao Sun; Xinyu Fu 009; Changfeng Ma; Shaosheng Cao; Bohan Jia; Shaohui Lin; Zhenfei Yin; Lei Bai 001; Wanli Ouyang; Yuanqi Li; et al. (CoRR, 2025)