Shen Li
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
75
Venues
42
Active years
1999–2026
Best venue rank
A*
Where they publish
- AICDCS7 papers
- A*AAAI6 papers
- A*ACL4 papers
- A*IJCAI3 papers
- A*CVPR3 papers
- A*ICRA3 papers
- A*EMNLP3 papers
- BDCOSS3 papers
- BICCCN3 papers
- A*ICLR2 papers
- A*ICML2 papers
- UnrankedCoRL2 papers
- BSMC2 papers
- BRO-MAN2 papers
- ARTSS2 papers
- CISCAS2 papers
- A*ISCA1 paper
- A*WWW1 paper
- A*ICCV1 paper
- BIJCNN1 paper
- ARecSys1 paper
- ACIKM1 paper
- A*ECCV1 paper
- BISIT1 paper
- CHPCC1 paper
- A*HRI1 paper
- BICONIP1 paper
- MulticonferenceICASSP1 paper
- BCoNLL1 paper
- BEWSN1 paper
- AUSENIX1 paper
- ARTAS1 paper
- CICARCV1 paper
- CNPC1 paper
- NationalHCI1 paper
- UnrankedSENSYS1 paper
- BTrustCom1 paper
- CCLUSTER1 paper
- ACSCW1 paper
- BICPADS1 paper
- BMASS1 paper
- BICIP1 paper
Papers
75 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Enhancing Diffusion Policies with Distribution-Matching Generator in Offline Reinforcement Learning. | Xuemin Hu, Shen Li, Yingfen Xu, Bo Tang, Long Chen |
| 2026 | AAAI | Importance-Aware Data Selection for Efficient LLM Instruction Tuning. | Tingyu Jiang, Shen Li, Yiyao Song, Lan Zhang, Hualei Zhu, Yuan Zhao, Xiaohang Xu, Kenjiro Taura, Hao Henry Wang |
| 2026 | AAAI | Intention Chain-of-Thought Prompting with Dynamic Routing for Code Generation. | Shen Li, Li Huang, Shaoxiong Zhan, Weifeng Sun, Tao Yin, Zhongxin Liu, Meng Yan |
| 2026 | AAAI | Co-EPG: A Framework for Co-Evolution of Planning and Grounding in Autonomous GUI Agents. | Yuan Zhao, Hualei Zhu, Tingyu Jiang, Shen Li, Xiaohang Xu, Hao Henry Wang |
| 2026 | ISCA | LoKA: Low-Precision Kernel Applications for Recommendation Models at Scale. | Liang Luo, Yinbin Ma, Quanyu Zhu, Vasiliy Kuznetsov, Yuxin Chen, Jian Jiao, Jiecao Yu, Buyun Zhang, Tongyi Tang, Xiaohan Wei, Yanli Zhao, Zeliang Chen, Yuchen Hao, Venkatesh Ranganathan, Sandeep Parab, Yantao Yao, Maxim Naumov, Chunzhi Yang, Shen Li, Ellie Wen, Wenlin Chen, Chunqiang Tang |
| 2026 | WWW | PrivSplit: A Lossless Method for Prompt Privacy in Distributed Parameter-Efficient Fine-Tuning. | Wujia Niu, Lan Zhang, Haoran Cheng, Shen Li |
| 2025 | AAAI | Treasures in Discarded Weights for LLM Quantization. | Hao Yu, Yang Zhou, Bohua Chen, Zelan Yang, Shen Li, Yong Li, Jianxin Wu |
| 2025 | AAAI | ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization. | Weibo Zhao, Yubin Shi, Xinyu Lyu, Wanchen Sui, Shen Li, Yong Li |
| 2025 | ACL | Automated Fine-Grained Mixture-of-Experts Quantization. | Zhanhao Xie, Yuexiao Ma, Xiawu Zheng, Fei Chao, Wanchen Sui, Yong Li, Shen Li, Rongrong Ji |
| 2025 | ICCV | Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers. | Yunshan Zhong, Yuyao Zhou, Yuxin Zhang, Wanchen Sui, Shen Li, Yong Li, Fei Chao, Rongrong Ji |
| 2025 | ICLR | Safety Layers in Aligned Large Language Models: The Key to LLM Security. | Shen Li, Liuyi Yao, Lan Zhang, Yaliang Li |
| 2025 | IJCAI | EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR. | Zhengyuan Peng, Jianqing Xu, Shen Li, Jiazhen Ji, Yuge Huang, Jingyun Zhang, Jinmin Li, Shouhong Ding, Rizen Guo, Xin Tan, Lizhuang Ma |
| 2025 | IJCNN | LOPD: A Low-illumination Scene Occluded Pedestrian Detection Model Based on Domain Adaptation. | Liuyu Zhu, Zhiguang Wang, Yongsheng Hou, Zhiqiang Liu, Shen Li, Xiaoxue Li |
| 2025 | RecSys | Scaling Generative Recommendations with Context Parallelism on Hierarchical Sequential Transducers. | Yue Dong, Han Li, Shen Li, Nikhil Patel, Xing Liu, Xiaodong Wang, Chuanhao Zhuge |
| 2024 | ICML | Wukong: Towards a Scaling Law for Large-Scale Recommendation. | Buyun Zhang, Liang Luo, Yuxin Chen, Jade Nie, Xi Liu, Shen Li, Yanli Zhao, Yuchen Hao, Yantao Yao, Ellie Dingqiao Wen, Jongsoo Park, Maxim Naumov, Wenlin Chen |
| 2023 | CIKM | Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection. | Jiaying Wu, Shen Li, Ailin Deng, Miao Xiong, Bryan Hooi |
| 2023 | CVPR | Neighborhood Attention Transformer. | Ali Hassani, Steven Walton, Jiachen Li, Shen Li, Humphrey Shi |
| 2023 | CVPR | Probabilistic Knowledge Distillation of Face Ensembles. | Jianqing Xu, Shen Li, Ailin Deng, Miao Xiong, Jiaying Wu, Jiaxiang Wu, Shouhong Ding, Bryan Hooi |
| 2022 | CoRL | Temporal Logic Imitation: Learning Plan-Satisficing Motion Policies from Demonstrations. | Yanwei Wang, Nadia Figueroa, Shen Li, Ankit Shah, Julie Shah |
| 2022 | ECCV | Trust, but Verify: Using Self-supervised Probing to Improve Trustworthiness. | Ailin Deng, Shen Li, Miao Xiong, Zhirui Chen, Bryan Hooi |
| 2022 | IJCAI | Neural PCA for Flow-Based Representation Learning. | Shen Li, Bryan Hooi |
| 2022 | IJCAI | Parameter-Efficient Sparsity for Large Language Models Fine-Tuning. | Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai |
| 2021 | CVPR | Spherical Confidence Learning for Face Recognition. | Shen Li, Jianqing Xu, Xiaqing Xu, Pengcheng Shen, Shaoxin Li, Bryan Hooi |
| 2021 | ICML | PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. | Chaoyang He, Shen Li, Mahdi Soltanolkotabi, Salman Avestimehr |
| 2021 | ICRA | Reactive Task and Motion Planning under Temporal Logic Specifications. | Shen Li, Daehyung Park, Yoonchang Sung, Julie A. Shah, Nicholas Roy |
| 2021 | ISIT | Designing Voronoi Constellations to Minimize Bit Error Rate. | Shen Li, Ali Mirani, Magnus Karlsson, Erik Agrell |
| 2020 | HPCC | Parallel Implementation of H.265 Intra-Frame Coding Based on FPGA Heterogeneous Platform. | Wenjie Chen, Qunfang He, Shen Li, Bo Xiao, Mingsong Chen, Zhilei Chai |
| 2020 | HRI | Decision-Making for Bidirectional Communication in Sequential Human-Robot Collaborative Tasks. | Vaibhav V. Unhelkar, Shen Li, Julie A. Shah |
| 2020 | ICLR | Identifying through Flows for Recovering Latent Representations. | Shen Li, Bryan Hooi, Gim Hee Lee |
| 2020 | ICONIP | U-Net Neural Network Optimization Method Based on Deconvolution Algorithm. | Shen Li, Junhai Xu, Renhai Chen |
| 2019 | ACL | Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View. | Renfen Hu, Shen Li, Shichen Liang |
| 2019 | ACL | A Prism Module for Semantic Disentanglement in Name Entity Recognition. | Kun Liu, Shen Li, Daqi Zheng, Zhengdong Lu, Sheng Gao, Si Li |
| 2019 | CoRL | Semi-Supervised Learning of Decision-Making Models for Human-Robot Collaboration. | Vaibhav V. Unhelkar, Shen Li, Julie A. Shah |
| 2019 | ICASSP | Adversarial Examples for Improving End-to-end Attention-based Small-footprint Keyword Spotting. | Xiong Wang, Sining Sun, Changhao Shan, Jingyong Hou, Lei Xie, Shen Li, Xin Lei |
| 2019 | ICRA | Fast Online Segmentation of Activities from Partial Trajectories. | Tariq Iqbal, Shen Li, Christopher K. Fourie, Bradley Hayes, Julie A. Shah |
| 2019 | ICRA | Safe and Efficient High Dimensional Motion Planning in Space-Time with Time Parameterized Prediction. | Shen Li, Julie A. Shah |
| 2018 | ACL | Analogical Reasoning on Chinese Morphological and Semantic Relations. | Shen Li, Zhe Zhao, Renfen Hu, Wensi Li, Tao Liu, Xiaoyong Du |
| 2018 | CoNLL | From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information. | Hengru Xu, Shen Li, Renfen Hu, Si Li, Sheng Gao |
| 2018 | SMC | Trust of Humans in Supervisory Control of Swarm Robots with Varied Levels of Autonomy. | Changjoo Nam, Huao Li, Shen Li, Michael Lewis, Katia P. Sycara |
| 2017 | EMNLP | Initializing Convolutional Filters with Semantic Features for Text Classification. | Shen Li, Zhe Zhao, Tao Liu, Renfen Hu, Xiaoyong Du |
| 2017 | EMNLP | Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics. | Zhe Zhao, Tao Liu, Shen Li, Bofang Li, Xiaoyong Du |
| 2017 | EWSN | Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems. | Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher |
| 2017 | ICDCS | Stark: Optimizing In-Memory Computing for Dynamic Dataset Collections. | Shen Li, Md. Tanvir Al Amin, Raghu K. Ganti, Mudhakar Srivatsa, Shanhao Hu, Yiran Zhao, Tarek F. Abdelzaher |
| 2017 | ICDCS | Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs. | Huajie Shao, Shiguang Wang, Shen Li, Shuochao Yao, Yiran Zhao, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Lance M. Kaplan |
| 2017 | RO-MAN | Evaluating critical points in trajectories. | Shen Li, Rosario Scalise, Henny Admoni, Siddhartha S. Srinivasa, Stephanie Rosenthal |
| 2016 | ICDCS | On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds. | Shuochao Yao, Shaohan Hu, Shen Li, Yiran Zhao, Lu Su, Lance M. Kaplan, Aylin Yener, Tarek F. Abdelzaher |
| 2016 | RO-MAN | Spatial references and perspective in natural language instructions for collaborative manipulation. | Shen Li, Rosario Scalise, Henny Admoni, Stephanie Rosenthal, Siddhartha S. Srinivasa |
| 2015 | DCOSS | On Exploiting Logical Dependencies for Minimizing Additive Cost Metrics in Resource-Limited Crowdsensing. | Shaohan Hu, Shen Li, Shuochao Yao, Lu Su, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher |
| 2015 | USENIX | Pyro: A Spatial-Temporal Big-Data Storage System. | Shen Li, Shaohan Hu, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher |
| 2015 | RTSS | Data Acquisition for Real-Time Decision-Making under Freshness Constraints. | Shaohan Hu, Shuochao Yao, Haiming Jin, Yiran Zhao, Yitao Hu, Xiaochen Liu, Nooreddin Naghibolhosseini, Shen Li, Akash Kapoor, William Dron, Lu Su, Amotz Bar-Noy, Pedro A. Szekely, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher |
| 2015 | RTAS | The Packing Server for real-time scheduling of MapReduce workflows. | Shen Li, Shaohan Hu, Tarek F. Abdelzaher |
| 2014 | DCOSS | Data Extrapolation in Social Sensing for Disaster Response. | Siyu Gu, Chenji Pan, Hengchang Liu, Shen Li, Shaohan Hu, Lu Su, Shiguang Wang, Dong Wang, Md. Tanvir Al Amin, Ramesh Govindan, Charu C. Aggarwal, Raghu K. Ganti, Mudhakar Srivatsa, Amotz Barnoy, Peter Terlecky, Tarek F. Abdelzaher |
| 2014 | DCOSS | The Information Funnel: Exploiting Named Data for Information-Maximizing Data Collection. | Shiguang Wang, Tarek F. Abdelzaher, Santhosh Gajendran, Ajith Herga, Sachin Kulkarni, Shen Li, Hengchang Liu, Chethan Suresh, Abhishek Sreenath, Hongwei Wang, William Dron, Alice Leung, Ramesh Govindan, John P. Hancock |
| 2014 | ICARCV | An efficient approach to mobile robot motion planning in dynamically unknown environments. | Youfang Lin, Shen Li, Sujie Liu, Yuchang Chen |
| 2014 | ICCCN | Centaur: Dynamic message dissemination over online social networks. | Shen Li, Lu Su, Yerzhan Suleimenov, Hengchang Liu, Tarek F. Abdelzaher, Guihai Chen |
| 2014 | ICDCS | WOHA: Deadline-Aware Map-Reduce Workflow Scheduling Framework over Hadoop Clusters. | Shen Li, Shaohan Hu, Shiguang Wang, Lu Su, Tarek F. Abdelzaher, Indranil Gupta, Richard Pace |
| 2014 | NPC | Message Passing Algorithm for the Generalized Assignment Problem. | Mindi Yuan, Chong Jiang, Shen Li, Wei Shen, Yannis Pavlidis, Jun Li |
| 2013 | HCI | GeoCity Beijing: Platform of Eco-City Information Visualization and Interactive Narrative Structure. | Xingjian Cui, Zhiyong Fu, Shen Li, Junjie Yu |
| 2013 | ICCCN | MINERVA: Information-Centric Programming for Social Sensing. | Shiguang Wang, Shaohan Hu, Shen Li, Hengchang Liu, Md. Yusuf Sarwar Uddin, Tarek F. Abdelzaher |
| 2013 | ICDCS | Proteus: Power Proportional Memory Cache Cluster in Data Centers. | Shen Li, Shiguang Wang, Fan Yang, Shaohan Hu, Fatemeh Saremi, Tarek F. Abdelzaher |
| 2013 | SENSYS | Extrapolation from participatory sensing data. | Hengchang Liu, Siyu Gu, Chenji Pan, Wei Zheng, Shen Li, Shaohan Hu, Shiguang Wang, Dong Wang, Md. Tanvir Al Amin, Lu Su, Zhiheng Xie, Ramesh Govindan, Amotz Barnoy, Tarek F. Abdelzaher |
| 2012 | EMNLP | Wiki-ly Supervised Part-of-Speech Tagging. | Shen Li, Joo Graa, Ben Taskar |
| 2012 | ICDCS | Joint Optimization of Computing and Cooling Energy: Analytic Model and a Machine Room Case Study. | Shen Li, Hieu Khac Le, Nam Pham, Jin Heo, Tarek F. Abdelzaher |
| 2012 | TrustCom | HVD-TLS: A Novel Framework of Thread Level Speculation. | Fan Xu, Shen Li, Zhiying Wang |
| 2012 | RTSS | Quality of Information Based Data Selection and Transmission in Wireless Sensor Networks. | Lu Su, Shaohan Hu, Shen Li, Feng Liang, Jing Gao, Tarek F. Abdelzaher, Jiawei Han |
| 2011 | CLUSTER | Asynchronous Collective Output with Non-dedicated Cores. | Phil Miller, Shen Li, Chao Mei |
| 2011 | CSCW | Designing for context-aware health self-monitoring, feedback, and engagement. | Frank X. Chen, Eric B. Hekler, Jinhui Hu, Shen Li, Candy Zhao |
| 2011 | ICCCN | Aggregation-Friendly Data Collection Protocol of Wireless Sensor Networks for PoI Monitoring. | Xiaobing Wu, Shen Li, Guihai Chen |
| 2011 | ICDCS | Understanding Vicious Cycles in Server Clusters. | Mohammad Maifi Hasan Khan, Jin Heo, Shen Li, Tarek F. Abdelzaher |
| 2011 | SMC | An improved topic relevance algorithm for focused crawling. | Hong-Wei Hao, Cui-Xia Mu, Xu-Cheng Yin, Shen Li, Zhi-Bin Wang |
| 2009 | ICPADS | ERN: Emergence Rescue Navigation with Wireless Sensor Networks. | Shen Li, Andong Zhan, Xiaobing Wu, Guihai Chen |
| 2009 | ISCAS | Side Match Distortion based Adaptive Error Concealment order for 1Seg Video Broadcasting Application. | Jun Wang, Yichun Tang, Shen Li, Shunichi Ishiwata, Satoshi Goto |
| 2009 | MASS | iTracking: Accurate Light-based Location-tracking in Wireless Sensor Networks. | Andong Zhan, Shen Li, Tao Li, Lubin Guan, Panlong Yang, Xiaobing Wu, Guihai Chen |
| 2007 | ISCAS | An Irregular Search Window Reuse Scheme for Motion Estimation in MPEG-2 to H.264 Transcoding. | Xianghui Wei, Shen Li, Yang Song, Satoshi Goto |
| 1999 | ICIP | A Novel Fast Motion Estimation Method Based on Genetic Algorithm. | Shen Li, Wei-Pu Xuhui Wang, Nan-Ning Zheng |