| 2026 | AAAI | Equivariant Atomic and Lattice Modeling Using Geometric Deep Learning for Crystal Structure Optimization. | Ziduo Yang, Yi-Ming Zhao, Xian Wang, Wei Zhuo, Xiaoqing Liu, Lei Shen |
| 2026 | AAAI | Temporal Calibrating and Distilling for Scene-Text Aware Text-Video Retrieval. | Zhiqian Zhao, Liang Li, Lei Shen, Xichun Sheng, Yaoqi Sun, Fang Kang, Chenggang Yan |
| 2026 | ACL | Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards. | Yuanjie Lyu, Chengyu Wang, Lei Shen, Jun Huang, Tong Xu |
| 2026 | ISCAS | FinFET-Based High Performance Radiation-Hardened SRAM Cell Design with Optimized Layout for Commercial Aerospace. | Minchi Hu, Xuezhi Zheng, Jing Zhang, Zhehan Dang, Lei Shen, Chang Cai |
| 2026 | ISCAS | A Resource-Efficient and Low-Latency Multi-Tap DFE with Soft-Decision for PAM4 Receiver. | Junyu Lin, Jian Yu, Ning Chen, Tianqin Ye, Lei Shen |
| 2026 | KDD | A Multi-Stage Structural Captioning Framework for Enhancing Chinese Image-to-Video Generation in Baidu. | Lei Shen, Zhipeng Jin, Xiawei Li, Wen Tao, Shiyuan Li, Yi Yang, Cong Han, Shuanglong Li, Zhongmin Cai, Lin Liu |
| 2026 | SIGIR | SIGMA: A Semantic-Grounded Instruction-Driven Generative Multi-Task Recommender at AliExpress. | Yang Yu, Lei Kou, Huaikuan Yi, Bin Chen, Yayu Cao, Lei Shen, Chao Zhang, Bing Wang, Xiaoyi Zeng |
| 2026 | SIGIR | Beyond Dense Connectivity: Explicit Sparsity for Scalable Recommendation. | Yantao Yu, Sen Qiao, Lei Shen, Bing Wang, Xiaoyi Zeng |
| 2025 | AAAI | Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation. | Yibo Wang, Yingchun Jian, Wenhao Yang, Shiyin Lu, Lei Shen, Bing Wang, Xiaoyi Zeng, Lijun Zhang |
| 2025 | CogSci | Tortoise Attention Algorithm: A Novel Computational Tool for Measuring Children's Concentration. | Lingqin Meng, Yang Gao, Wenjia Tan, Junhao Zhang, Joy Lee, Hui Lin, Lei Shen, Yitao Duan, Stella Christie |
| 2025 | EMNLP | A Group Fairness Lens for Large Language Models. | Guanqun Bi, Yuqiang Xie, Lei Shen, Yanan Cao |
| 2025 | EMNLP | Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant. | Lei Shen, Xiaoyu Shen |
| 2025 | ICCV | Cross-View Isolated Sign Language Recognition via View Synthesis and Feature Disentanglement. | Xin Shen, Xinyu Wang, Lei Shen, Kaihao Zhang, Xin Yu |
| 2025 | ICLR | Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection. | Lei Shen, Zhenheng Tang, Lijun Wu, Yonggang Zhang, Xiaowen Chu, Tao Qin, Bo Han |
| 2025 | KDD | Scaling Transformers for Discriminative Recommendation via Generative Pretraining. | Chunqi Wang, Bingchao Wu, Zheng Chen, Lei Shen, Bing Wang, Xiaoyi Zeng |
| 2025 | SIGIR | Retrieval-Augmented Image Captioning and Generation with Entity Concepts Enhancement for Baidu Multimodal Advertising. | Lei Shen, Kang Zhao, Zhipeng Jin, Wen Tao, Yi Yang, Cong Han, Shuanglong Li, Zhongmin Cai, Lin Liu |
| 2024 | AAAI | HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting. | Qihe Huang, Lei Shen, Ruixin Zhang, Jiahuan Cheng, Shouhong Ding, Zhengyang Zhou, Yang Wang |
| 2024 | AAAI | PCE-Palm: Palm Crease Energy Based Two-Stage Realistic Pseudo-Palmprint Generation. | Jianlong Jin, Lei Shen, Ruixin Zhang, Chenglong Zhao, Ge Jin, Jingyun Zhang, Shouhong Ding, Yang Zhao, Wei Jia |
| 2024 | EACL | Differentially Private Natural Language Models: Recent Advances and Future Directions. | Lijie Hu, Ivan Habernal, Lei Shen, Di Wang |
| 2024 | IJCNN | Is Translation Helpful? An Exploration of Cross-Lingual Transfer in Low-Resource Dialog Generation. | Lei Shen, Shuai Yu, Xiaoyu Shen |
| 2024 | WWW | Not All Embeddings are Created Equal: Towards Robust Cross-domain Recommendation via Contrastive Learning. | Wenhao Yang, Yingchun Jian, Yibo Wang, Shiyin Lu, Lei Shen, Bing Wang, Haihong Tang, Lijun Zhang |
| 2023 | AAAI | MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding. | Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li |
| 2023 | ACL | DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation. | Guanqun Bi, Lei Shen, Yanan Cao, Meng Chen, Yuqiang Xie, Zheng Lin, Xiaodong He |
| 2023 | ACL | Tackling Modality Heterogeneity with Multi-View Calibration Network for Multimodal Sentiment Detection. | Yiwei Wei, Shaozu Yuan, Ruosong Yang, Lei Shen, Zhangmeizhi Li, Longbiao Wang, Meng Chen |
| 2023 | ACL | Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training. | Zhenyu Zhang, Lei Shen, Yuming Zhao, Meng Chen, Xiaodong He |
| 2023 | CIKM | POSPAN: Position-Constrained Span Masking for Language Model Pre-training. | Zhenyu Zhang, Lei Shen, Yuming Zhao, Meng Chen, Xiaodong He |
| 2023 | CVPR | DistilPose: Tokenized Pose Regression with Heatmap Distillation. | Suhang Ye, Yingyi Zhang, Jie Hu, Liujuan Cao, Shengchuan Zhang, Lei Shen, Jun Wang, Shouhong Ding, Rongrong Ji |
| 2023 | ICCV | RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition. | Lei Shen, Jianlong Jin, Ruixin Zhang, Huaen Li, Kai Zhao, Yingyi Zhang, Jingyun Zhang, Shouhong Ding, Yang Zhao, Wei Jia |
| 2023 | KDD | CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X. | Qinkai Zheng, Xiao Xia, Xu Zou, Yuxiao Dong, Shan Wang, Yufei Xue, Lei Shen, Zihan Wang, Andi Wang, Yang Li, Teng Su, Zhilin Yang, Jie Tang |
| 2022 | COLING | Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline. | Ruixue Liu, Shaozu Yuan, Aijun Dai, Lei Shen, Tiangang Zhu, Meng Chen, Xiaodong He |
| 2022 | ECCV | BzierPalm: A Free Lunch for Palmprint Recognition. | Kai Zhao, Lei Shen, Yingyi Zhang, Chuhan Zhou, Tao Wang, Ruixin Zhang, Shouhong Ding, Wei Jia, Wei Shen |
| 2022 | ISCAS | Implementation of Radiation Hardened Flip-Flops Based on Novel Fishbone Layouts. | Chang Cai, Zehao Wu, Jing Zhang, Luchang Ding, Lei Shen, Jun Yu, Yaqing Chi |
| 2021 | AAAI | Probing Product Description Generation via Posterior Distillation. | Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan |
| 2021 | ACL | GTM: A Generative Triple-wise Model for Conversational Question Generation. | Lei Shen, Fandong Meng, Jinchao Zhang, Yang Feng, Jie Zhou |
| 2021 | CIKM | Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization. | Lei Shen, Haolan Zhan, Xin Shen, Hongshen Chen, Xiaofang Zhao, Xiaodan Zhu |
| 2021 | EMNLP | Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation. | Lei Shen, Jinchao Zhang, Jiao Ou, Xiaofang Zhao, Jie Zhou |
| 2021 | EMNLP | CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation. | Haolan Zhan, Lei Shen, Hongshen Chen, Hainan Zhang |
| 2021 | ICASSP | Learning to Select Context in a Hierarchical and Global Perspective for Open-Domain Dialogue Generation. | Lei Shen, Haolan Zhan, Xin Shen, Yang Feng |
| 2020 | AAAI | Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction. | Jian-Ya Ding, Chao Zhang, Lei Shen, Shengyin Li, Bing Wang, Yinghui Xu, Le Song |
| 2020 | ACL | CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation. | Lei Shen, Yang Feng |
| 2020 | APSEC | Improving Machine Learning-Based Code Smell Detection via Hyper-Parameter Optimization. | Lei Shen, Wangshu Liu, Xiang Chen, Qing Gu, Xuejun Liu |
| 2020 | IJCNN | Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation. | Lei Shen, Xiaoyu Guo, Meng Chen |
| 2020 | LREC | The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. | Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2020 | SIGIR | User-Inspired Posterior Network for Recommendation Reason Generation. | Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin |
| 2019 | ACL | Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables. | Lei Shen, Yang Feng, Haolan Zhan |
| 2018 | CSCWD | Collaboratively Learning Latent Factors and Correlations for New Paper Influence Predication. | Lei Shen, Yuqing Sun, Xin Li |
| 2018 | EMNLP | Speeding Up Neural Machine Translation Decoding by Cube Pruning. | Wen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu |
| 2018 | IJCNN | ACJIS: A Novel Attentive Cross Approach For Joint Intent Detection And Slot Filling. | Shuai Yu, Lei Shen, Pengcheng Zhu, Jiansong Chen |
| 2016 | CSCWD | Predicating paper influence in academic network. | Yi Xie, Yuqing Sun, Lei Shen |
| 2015 | ISKE | Development of an Intelligent Model to Predict Tactile Properties from Visual Features of Textile Products. | Zhebin Xue, Xianyi Zeng, Ludovic Koehl, Lei Shen |
| 2012 | IGARSS | Relaxed generalized minimum-error thresholoding for unsupervised change detection from SAR amplitude images. | Lei Shen, Heng-Chao Li |
| 2011 | IGARSS | A WebGIS for sharing and integration of multi-source heterogeneous spatial data. | Jianzhi Tang, Yingchao Ren, Chongjun Yang, Lei Shen, Jun Jiang |
| 2009 | ISNN | Application of Item Response Theory to Collaborative Filtering. | Biyun Hu, Yiming Zhou, Jun Wang, Lin Li, Lei Shen |