| 2026 | ACL | See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs. | Yicheng Ji, Jun Zhang, Jinpeng Chen, Cong Wang, Lidan Shou, Gang Chen, Huan Li |
| 2026 | ACL | MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models. | Jinsong Shu, Chenyang Wu, Zhongle Xie, Baokun Wang, Lidan Shou |
| 2026 | ACL | TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs. | Sibo Xiao, Jinyuan Fu, Zhongle Xie, Lidan Shou |
| 2026 | ACL | HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference. | Bowen Zeng, Feiyang Ren, Jun Zhang, Xiaoling Gu, Ke Chen, Lidan Shou, Huan Li |
| 2026 | ACL | Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects. | Jun Zhang, Yicheng Ji, Feiyang Ren, Yihang Li, Bowen Zeng, Zonghao Chen, Ke Chen, Lidan Shou, Gang Chen, Huan Li |
| 2026 | ICDE | REDPARROT: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching. | Tong Wang, Yongqin Xu, Jianfeng Zhang, Lingxi Cui, Wenqing Wei, Suzhou Chen, Huan Li, Ke Chen, Lidan Shou |
| 2026 | SIGMOD | ChronosBI: Supercharging LLM-Powered Business Intelligence Pipelines with Semantic Caching and Cost Planning. | Jianfeng Zhang, Lingxi Cui, Yongqin Xu, Tong Wang, Yi Guo, Zhouzhi Yang, Huan Li, Ke Chen, Lidan Shou |
| 2025 | AAAI | CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation. | Hongwei Yuan, Xiu Tang, Ke Chen, Lidan Shou, Gang Chen, Huan Li |
| 2025 | ACL | T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning. | Han Lin, Xiu Tang, Huan Li, Wenxue Cao, Sai Wu, Chang Yao, Lidan Shou, Gang Chen |
| 2025 | EMNLP | SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning. | Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li |
| 2025 | EMNLP | Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval. | Linzhu Yu, Huan Li, Ke Chen, Lidan Shou |
| 2025 | ICDE | Towards Automatic and Efficient Prediction Query Processing in Analytical Database. | Yuchen Peng, Zhongle Xie, Ke Chen, Gang Chen, Lidan Shou |
| 2025 | ICLR | Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models. | Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Yang You, Guiming Xie, Xuejian Gong, Kunlong Zhou |
| 2025 | ICML | FloE: On-the-Fly MoE Inference on Memory-constrained GPU. | Yuxin Zhou, Zheng Li, Jun Zhang, Jue Wang, Yiping Wang, Zhongle Xie, Ke Chen, Lidan Shou |
| 2025 | SIGIR | nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery. | Lingxi Cui, Huan Li, Ke Chen, Lidan Shou, Gang Chen |
| 2024 | AAAI | Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection. | Cheng Peng, Ke Chen, Lidan Shou, Gang Chen |
| 2024 | AAAI | CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition. | Cheng Peng, Ke Chen, Lidan Shou, Gang Chen |
| 2024 | ACL | Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding. | Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra |
| 2024 | EDBT | MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory. | Hongjia Zou, Lidan Shou, Ke Chen, Xuan Zhou |
| 2024 | ICDE | BushStore: Efficient B+Tree Group Indexing for LSM-Tree in Non-Volatile Memory. | Zhenghao Wang, Lidan Shou, Ke Chen, Xuan Zhou |
| 2024 | ICDE | Preventing the Popular Item Embedding Based Attack in Federated Recommendations. | Jun Zhang, Huan Li, Dazhong Rong, Yan Zhao, Ke Chen, Lidan Shou |
| 2024 | KDD | CoMAL: Contrastive Active Learning for Multi-Label Text Classification. | Cheng Peng, Haobo Wang, Ke Chen, Lidan Shou, Chang Yao, Runze Wu, Gang Chen |
| 2024 | KDD | BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification. | Linzhu Yu, Huan Li, Ke Chen, Lidan Shou |
| 2024 | SC | Enumeration of Billions of Maximal Bicliques in Bipartite Graphs without Using GPUs. | Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Yanlong Yin, Rui Wang, Lidan Shou, Mingli Song, Xian-He Sun, Gang Chen |
| 2023 | AAAI | Effective Continual Learning for Text Classification with Lightweight Snapshots. | Jue Wang, Dajie Dong, Lidan Shou, Ke Chen, Gang Chen |
| 2023 | CIKM | TPUF: Enhancing Cross-domain Sequential Recommendation via Transferring Pre-trained User Features. | Yujia Ding, Huan Li, Ke Chen, Lidan Shou |
| 2023 | IJCAI | FedBFPT: An Efficient Federated Learning Framework for Bert Further Pre-training. | Xin'ao Wang, Huan Li, Ke Chen, Lidan Shou |
| 2023 | SIGMOD | SMILE: A Cost-Effective System for Serving Massive Pretrained Language Models in The Cloud. | Jue Wang, Ke Chen, Lidan Shou, Dawei Jiang, Gang Chen |
| 2022 | ACL | SkipBERT: Efficient Inference with Shallow Layer Skipping. | Jue Wang, Ke Chen, Gang Chen, Lidan Shou, Julian J. McAuley |
| 2022 | ICDE | IKAROS: An Indoor Keyword-Aware Routing System. | Tiantian Liu, Zijin Feng, Huan Li, Hua Lu, Lidan Shou, Jianliang Xu |
| 2022 | IJCAI | Continual Federated Learning Based on Knowledge Distillation. | Yuhang Ma, Zhongle Xie, Jue Wang, Ke Chen, Lidan Shou |
| 2022 | SIGIR | Arm: Efficient Learning of Neural Retrieval Models with Desired Accuracy by Automatic Knowledge Amalgamation. | Linzhu Yu, Dawei Jiang, Ke Chen, Lidan Shou |
| 2021 | AAAI | Effective Slot Filling via Weakly-Supervised Dual-Model Learning. | Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Gang Chen |
| 2021 | DASFAA | Learning to Label with Active Learning and Reinforcement Learning. | Xiu Tang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou |
| 2021 | DASFAA | An Interactive NL2SQL Approach with Reuse Strategy. | Xiaxia Wang, Sai Wu, Lidan Shou, Ke Chen |
| 2021 | EDBT | Indoor Spatial Queries: Modeling, Indexing, and Processing. | Tiantian Liu, Huan Li, Hua Lu, Muhammad Aamir Cheema, Lidan Shou |
| 2021 | KDD | Defending Privacy Against More Knowledgeable Membership Inference Attackers. | Yu Yin, Ke Chen, Lidan Shou, Gang Chen |
| 2020 | ACL | Pyramid: A Layered Model for Nested Named Entity Recognition. | Jue Wang, Lidan Shou, Ke Chen, Gang Chen |
| 2020 | ICDE | Indoor Mobility Semantics Annotation Using Coupled Conditional Markov Networks. | Huan Li, Hua Lu, Muhammad Aamir Cheema, Lidan Shou, Gang Chen |
| 2020 | ICDE | Indoor Top-k Keyword-aware Routing Query. | Zijin Feng, Tiantian Liu, Huan Li, Hua Lu, Lidan Shou, Jianliang Xu |
| 2019 | ICDE | Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. | Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen |
| 2019 | ICDE | In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. | Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen |
| 2019 | ICDE | SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. | Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv |
| 2019 | SIGIR | EXACT: Attributed Entity Extraction By Annotating Texts. | Ke Chen, Lei Feng, Qingkuang Chen, Gang Chen, Lidan Shou |
| 2017 | ISPA | Visible Nearest Neighbor Search for Objects Moving on Consecutive Trajectories. | Xinyuan Luo, Ke Chen, Guifeng Pang, Lidan Shou, Gang Chen |
| 2016 | SIGIR | iGlasses: A Novel Recommendation System for Best-fit Glasses. | Xiaoling Gu, Lidan Shou, Pai Peng, Ke Chen, Sai Wu, Gang Chen |
| 2015 | CIKM | DeepCamera: A Unified Framework for Recognizing Places-of-Interest based on Deep ConvNets. | Pai Peng, Hongxiang Chen, Lidan Shou, Ke Chen, Gang Chen, Chang Xu |
| 2015 | ECIR | Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks. | Zhenhua Wang, Ping He, Lidan Shou, Ke Chen, Sai Wu, Gang Chen |
| 2014 | EDBT | Sequence Pattern Matching over Time-Series Data with Temporal Uncertainty. | Yongluan Zhou, Chunyang Ma, Qingsong Guo, Lidan Shou, Gang Chen |
| 2014 | SIGIR | The knowing camera 2: recognizing and annotating places-of-interest in smartphone photos. | Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu |
| 2013 | ICDE | An efficient and compact indexing scheme for large-scale data store. | Peng Lu, Sai Wu, Lidan Shou, Kian-Lee Tan |
| 2013 | Middleware | A generic framework for cyber-physical web. | Xiaoling Gu, Lidan Shou, Hua Lu, Gang Chen |
| 2013 | SIGIR | The knowing camera: recognizing places-of-interest in smartphone photos. | Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu |
| 2013 | SIGIR | Competence-based song recommendation. | Lidan Shou, Kuang Mao, Xinyuan Luo, Ke Chen, Gang Chen, Tianlei Hu |
| 2013 | SIGIR | Sumblr: continuous summarization of evolving tweet streams. | Lidan Shou, Zhenhua Wang, Ke Chen, Gang Chen |
| 2012 | CIKM | Evaluating geo-social influence in location-based social networks. | Chao Zhang, Lidan Shou, Ke Chen, Gang Chen, Yijun Bei |
| 2012 | SIGIR | Pictune: situational music recommendation from geotagged pictures. | Ke Chen, Gang Chen, Lidan Shou, Fei Xia |
| 2012 | SIGIR | myDJ: recommending karaoke songs from one's own voice. | Kuang Mao, Xinyuan Luo, Ke Chen, Gang Chen, Lidan Shou |
| 2012 | SIGIR | See-to-retrieve: efficient processing of spatio-visual keyword queries. | Chao Zhang, Lidan Shou, Ke Chen, Gang Chen |
| 2011 | CIKM | Matching query processing in high-dimensional space. | Chunyang Ma, Yongluan Zhou, Lidan Shou, Dan Dai, Gang Chen |
| 2011 | DASFAA | Aggregate Farthest-Neighbor Queries over Spatial Data. | Yuan Gao, Lidan Shou, Ke Chen, Gang Chen |
| 2011 | SIGIR | UPS: efficient privacy protection in personalized web search. | Gang Chen, He Bai, Lidan Shou, Ke Chen, Yunjun Gao |
| 2011 | SIGIR | What-you-retrieve-is-what-you-see: a preliminary cyber-physical search engine. | Lidan Shou, Ke Chen, Gang Chen, Chao Zhang, Yi Ma, Xian Zhang |
| 2011 | SIGIR | Location disambiguation for geo-tagged images. | Zhu Zhu, Lidan Shou, Kuang Mao, Gang Chen |
| 2011 | SSDBM | Top- | Chunyang Ma, Hua Lu, Lidan Shou, Gang Chen, Shujie Chen |
| 2010 | CIKM | (k, P)-anonymity: towards pattern-preserving anonymity of time-series data. | Xuan Shang, Ke Chen, Lidan Shou, Gang Chen, Tianlei Hu |
| 2010 | DASFAA | Attribute Outlier Detection over Data Streams. | Hui Cao, Yongluan Zhou, Lidan Shou, Gang Chen |
| 2010 | DASFAA | B | Nan Chen, Lidan Shou, Gang Chen, Ke Chen, Yunjun Gao |
| 2010 | DASFAA | Update Migration: An Efficient B+ Tree for Flash Storage. | Chang Xu, Lidan Shou, Gang Chen, Cheng Yan, Tianlei Hu |
| 2010 | DASFAA | iDISQUE: Tuning High-Dimensional Similarity Queries in DHT Networks. | Xiaolong Zhang, Lidan Shou, Kian-Lee Tan, Gang Chen |
| 2010 | DEXA | Towards Efficient Concurrent Scans on Flash Disks. | Chang Xu, Lidan Shou, Gang Chen, Wei Hu, Tianlei Hu, Ke Chen |
| 2009 | CIKM | Cluster based rank query over multidimensional data streams. | Dengcheng He, Yongluan Zhou, Lidan Shou, Gang Chen |
| 2009 | DASFAA | Predictive Skyline Queries for Moving Objects. | Nan Chen, Lidan Shou, Gang Chen, Yunjun Gao, Jinxiang Dong |
| 2009 | DEXA | PISA: Federated Search in P2P Networks with Uncooperative Peers. | Zujie Ren, Lidan Shou, Gang Chen, Chun Chen, Yijun Bei |
| 2008 | APSCC | OTJFast: Processing Ordered XML Twig Join Fast. | Jinhua Jiang, Gang Chen, Lidan Shou, Ke Chen |
| 2008 | CW | Efficient Holistic Twig Join Algorithm on XML Documents with Optimization Rules and Index. | Jinhua Jiang, Gang Chen, Lidan Shou, Ke Chen |
| 2008 | CW | Query Triggered Crawling Strategy: Build a Time Sensitive Vertical Search Engine. | Yu Wu, Lidan Shou, Tianlei Hu, Gang Chen |
| 2008 | WWW | Pivotbrowser: a tag-space image searching prototype. | Xiaoyan Li, Lidan Shou, Gang Chen, Xiaolong Zhang, Tianlei Hu, Jinxiang Dong |
| 2007 | DASFAA | An Image-Semantic Ontological Framework for Large Image Databases. | Xiaoyan Li, Lidan Shou, Gang Chen, Kian-Lee Tan |
| 2007 | DASFAA | MIME: A Dynamic Index Scheme for Multi-dimensional Query in Mobile P2P Networks. | Ping Wang, Lidan Shou, Gang Chen, Jinxiang Dong |
| 2006 | CSCWD | A Web-based Framework For On-line Collaborative Learning. | Lidan Shou, Bin Cui, Gang Chen, Jinxiang Dong |
| 2006 | PDPTA | Optimizing Fault-Tolerant System Using Post Priori Method. | Jianbo Fan, Lidan Shou, Qingfeng Li, Jinxiang Dong |
| 2006 | VLDB | HISA: A Query System Bridging The Semantic Gap For Large Image Databases. | Gang Chen, Xiaoyan Li, Lidan Shou, Jinxiang Dong, Chun Chen |
| 2006 | WISE | A Latent Image Semantic Indexing Scheme for Image Retrieval on the Web. | Xiaoyan Li, Lidan Shou, Gang Chen, Lujiang Ou |
| 2003 | ICDE | HDoV-tree: The Structure, The Storage, The Speed. | Lidan Shou, Zhiyong Huang, Kian-Lee Tan |
| 2003 | SAC | Supporting Real-time Visualization With The HDoV Tree. | Lidan Shou, Zhiyong Huang, Kian-Lee Tan |
| 2001 | SIGMOD | REVIEW: A Real Time Virtual Walkthrough System. | Lidan Shou, Chern-Hooi Chionh, Kian-Lee Tan, Yixin Ruan, Zhiyong Huang |
| 2001 | VLDB | Walking Through a Very Large Virtual Environment in Real-time. | Lidan Shou, Jason Chionh, Zhiyong Huang, Yixin Ruan, Kian-Lee Tan |