| 2026 | DASFAA | Accuracy-Aware Log Replay with Fine-Grained Prioritization for Real-Time Prediction Queries. | Shanshan Huang, Jing Jiang, Peng Cai, Qiwen Dong, Huiqi Hu |
| 2026 | KSEM | DCAM U-Net: A 3D U-Net Model with 3D Channel-Spatial Attention and Feature Fusion for Subsurface Void Segment in Ground Penetrating Radar Data. | Shanshan Huang, Peiwen Yao, Hanbo Zhang, Dandan Cheng, Junchao Wang, Heng Wang, Guoliang Xin, Liyong Zhang |
| 2026 | WWW | GRank: Towards Target-Aware and Streamlined Industrial Retrieval with a Generate-Rank Framework. | Yijia Sun, Shanshan Huang, Zhiyuan Guan, Qiang Luo, Ruiming Tang, Kun Gai, Guorui Zhou |
| 2025 | AAAI | HiPoser: 3D Human Pose Estimation with Hierarchical Shared Learning at Parts-Level Using Inertial Measurement Units. | Guorui Liao, Chunyuan Zheng, Li Cheng, Haoyu Xie, Shanshan Huang, Jun Liao, Haoxuan Li, Li Liu |
| 2025 | ACL | TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data. | Xiang Huang, Jiayu Shen, Shanshan Huang, Sitao Cheng, Xiaxia Wang, Yuzhong Qu |
| 2025 | CIKM | MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever. | Yijia Sun, Shanshan Huang, Linxiao Che, Haitao Lu, Qiang Luo, Kun Gai, Guorui Zhou |
| 2025 | CVPR | Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction. | Shanshan Huang, Haoxuan Li, Chunyuan Zheng, Mingyuan Ge, Wei Gao, Lei Wang, Li Liu |
| 2025 | CVPR | Visual Representation Learning through Causal Intervention for Controllable Image Editing. | Shanshan Huang, Haoxuan Li, Chunyuan Zheng, Lei Wang, Guorui Liao, Zhili Gong, Huayi Yang, Li Liu |
| 2025 | ICDE | AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification. | Yuxuan Chen, Shanshan Huang, Yunyao Cheng, Peng Chen, Zhongwen Rao, Yang Shu, Bin Yang, Lujia Pan, Chenjuan Guo |
| 2025 | ICDE | Model-Accuracy Aware Query Routing for Smart Logistics Service. | Shanshan Huang, Zhiwei Ye, Peng Cai, Qiwen Dong |
| 2025 | ICIG | SA-Pillar: Structure-Aware Feature Learning for Real-Time 3D Object Detection. | Shanshan Huang, Wenkang Chen, Zhengrong Xu, Xuejun Zhang |
| 2025 | KDD | Mitigating Data Imbalance in Time Series Classification Based on Counterfactual Minority Samples Augmentation. | Lei Wang, Shanshan Huang, Chunyuan Zheng, Jun Liao, Xiaofei Zhu, Haoxuan Li, Li Liu |
| 2025 | WWW | CAP: Causal Air Quality Index Prediction Under Interference with Unmeasured Confounding. | Huayi Yang, Chunyuan Zheng, Guorui Liao, Shanshan Huang, Jun Liao, Zhili Gong, Haoxuan Li, Li Liu |
| 2024 | ACL | QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction. | Xiang Huang, Sitao Cheng, Shanshan Huang, Jiayu Shen, Yong Xu, Chaoyun Zhang, Yuzhong Qu |
| 2024 | ICA3PP | Temperature-Based Watermarking and Detection for Large Language Models. | Weitong Chen, Zhenxin Zhang, Huali Ren, Pei-Gen Ye, Zhengdao Li, Shanshan Huang |
| 2024 | WISE | AutoTable: Effective and Efficient Automated Feature Transformation for Tabular Data. | Shanshan Huang, Junpeng Zhu, Fengyan Zhang, Peng Cai, Qiwen Dong |
| 2023 | ECAI | Combating Short Circuit Behavior in Natural Language Reasoning: Crossover and Mutation Operations for Enhanced Robustness. | Shanshan Huang, Siyu Ren, Kenny Q. Zhu |
| 2023 | EMNLP | Statistically Profiling Biases in Natural Language Reasoning Datasets and Models. | Shanshan Huang, Kenny Q. Zhu |
| 2023 | EMNLP | MarkQA: A large scale KBQA dataset with numerical reasoning. | Xiang Huang, Sitao Cheng, Yuheng Bao, Shanshan Huang, Yuzhong Qu |
| 2023 | ICONIP | Can You Really Reason: A Novel Framework for Assessing Natural Language Reasoning Datasets and Models. | Shanshan Huang |
| 2021 | DASFAA | MISS: A Multi-user Identification Network for Shared-Account Session-Aware Recommendation. | Xinyu Wen, Zhaohui Peng, Shanshan Huang, Senzhang Wang, Philip S. Yu |
| 2021 | DASFAA | AE-UPCP: Seeking Potential Membership Users by Audience Expansion Combining User Preference with Consumption Pattern. | Xiaokang Xu, Zhaohui Peng, Senzhang Wang, Shanshan Huang, Philip S. Yu, Zhenyun Hao, Jian Wang, Xue Wang |
| 2020 | CIKM | Enhanced Story Representation by ConceptNet for Predicting Story Endings. | Shanshan Huang, Kenny Q. Zhu, Qianzi Liao, Libin Shen, Yinggong Zhao |
| 2018 | CCGRID | A Hard Real-time Scheduler for Spark on YARN. | Guolu Wang, Jungang Xu, Renfeng Liu, Shanshan Huang |
| 2018 | EMNLP | ExtRA: Extracting Prominent Review Aspects from Customer Feedback. | Zhiyi Luo, Shanshan Huang, Frank F. Xu, Bill Yuchen Lin, Hanyuan Shi, Kenny Q. Zhu |
| 2018 | UIC | Dynamic Representation Learning for Video Action Recognition Using Temporal Residual Networks. | Yongqiang Kong, Jianhui Huang, Shanshan Huang, Zhengang Wei, Shengke Wang |
| 2017 | CogSci | Calculating Probabilities Simplifies Word Learning. | Aida Nematzadeh, Barend Beekhuizen, Shanshan Huang, Suzanne Stevenson |
| 2017 | VCIP | Deep hashing with triplet quantization loss. | Yuefu Zhou, Shanshan Huang, Ya Zhang, Yanfeng Wang |
| 2016 | APWEB | A Context-Aware Method for Top-k Recommendation in Smart TV. | Peng Liu, Jun Ma, Yongjin Wang, Lintao Ma, Shanshan Huang |
| 2016 | CEC | Enhance continuous estimation of distribution algorithm by variance enlargement and reflecting sampling. | Zhigang Ren, Chenlong He, Dexing Zhong, Shanshan Huang, Yongsheng Liang |
| 2016 | GECCO | A Two Stages Invasive Weed Optimization via a New Clustering Strategy. | Shanshan Huang, Zhigang Ren, Muju Wang, Chenlin Sun |
| 2015 | SIGIR | Listwise Collaborative Filtering. | Shanshan Huang, Shuaiqiang Wang, Tie-Yan Liu, Jun Ma, Zhumin Chen, Jari Veijalainen |
| 2014 | APWEB | DPMFNeg: A Dynamically Integrated Model for Collaborative Filtering. | Wenlong Yang, Jun Ma, Shanshan Huang, Tongfeng Yang |
| 2013 | AAAI | AMRec: An Intelligent System for Academic Method Recommendation. | Shanshan Huang, Xiaojun Wan, Xuewei Tang |
| 2013 | WISE | AKMiner: Domain-Specific Knowledge Graph Mining from Academic Literatures. | Shanshan Huang, Xiaojun Wan |
| 2011 | WCNC | On sum-rate of two-way relay with multiple antennas using PNC. | Shanshan Huang, Roger S. Cheng |
| 2011 | SIGIR | Summarizing the differences in multilingual news. | Xiaojun Wan, Houping Jia, Shanshan Huang, Jianguo Xiao |