Shen Li

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
A traffic state prediction method based on spatial-temporal data mining of floating car data by using autoformer architecture.
Comput. Aided Civ. Infrastructure Eng., September, 2024

Bit-Close: a fast incremental concept calculation method.
Appl. Intell., February, 2024

How Simulation Helps Autonomous Driving: A Survey of Sim2real, Digital Twins, and Parallel Intelligence.
IEEE Trans. Intell. Veh., January, 2024

Three-way conflict analysis model under agent-agent mutual selection environment.
Inf. Sci., 2024

A robust integrated multi-strategy bus control system via deep reinforcement learning.
Eng. Appl. Artif. Intell., 2024

DeltaDQ: Ultra-High Delta Compression for Fine-Tuned LLMs via Group-wise Dropout and Separate Quantization.
CoRR, 2024

Safety Layers of Aligned Large Language Models: The Key to LLM Security.
CoRR, 2024

DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning.
CoRR, 2024

Effectively Compress KV Heads for LLM.
CoRR, 2024

Wukong: Towards a Scaling Law for Large-Scale Recommendation.
CoRR, 2024

Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning.
CoRR, 2024

xTrimoPGLM: Unified 100B-Scale Pre-trained Transformer for Deciphering the Language of Protein.
CoRR, 2024

Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache.
CoRR, 2024

Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large Scale Recommendation.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Wukong: Towards a Scaling Law for Large-Scale Recommendation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Digital Twin Empowered Operational Status Monitoring of High-Power Induction Furnaces: A PINN-Based Approach.
Proceedings of the 18th IEEE International Conference on Control & Automation, 2024

2023
Game Theory-Based Signal Control Considering Both Pedestrians and Vehicles in Connected Environment.
Sensors, December, 2023

π-FBG Fiber Optic Acoustic Emission Sensor for the Crack Detection of Wind Turbine Blades.
Sensors, September, 2023

Multi-fault diagnosis of rolling bearing using two-dimensional feature vector of WP-VMD and PSO-KELM algorithm.
Soft Comput., June, 2023

1xN Pattern for Pruning Convolutional Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

lo-fi: distributed fine-tuning without communication.
Trans. Mach. Learn. Res., 2023

PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.
Proc. VLDB Endow., 2023

On the Performance of Multidimensional Constellation Shaping for Linear and Nonlinear Optical Fiber Channel.
CoRR, 2023

Sim2real and Digital Twins in Autonomous Driving: A Survey.
CoRR, 2023

PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.
CoRR, 2023


Prediction of O3 Concentration Based on CEEMDAN-RCMSE-LSTM Model.
Proceedings of the 4th International Conference on Machine Learning and Computer Application, 2023

Classification of Patients with Cervical Spondylotic Myelopathy using Machine Learning and Brain Network Analysis.
Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023

Neighborhood Attention Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
A synergistic reinforcement learning-based framework design in driving automation.
Comput. Electr. Eng., 2022

Parameter-Efficient Sparsity for Large Language Models Fine-Tuning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
A probabilistic approach to assess the computational uncertainty of ultimate strength of hull girders.
Reliab. Eng. Syst. Saf., 2021

A lightweight cryptographic algorithm for the transmission of images from road environments in self-driving.
Cybersecur., 2021

A General Framework for Debiasing in CTR Prediction.
CoRR, 2021

Enhancing Top-N Item Recommendations by Peer Collaboration.
CoRR, 2021

R4: A Framework for Route Representation and Route Recommendation.
CoRR, 2021

You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Nature Gradient.
CoRR, 2021

1×N Block Pattern for Network Sparsity.
CoRR, 2021

Tackling Variabilities in Autonomous Driving.
CoRR, 2021

PipeTransformer: Automated Elastic Pipelining for Distributed Training of Transformers.
CoRR, 2021

Liquid Metal Universal Micro-Gripper.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

Stiffness-Tunable and all-soft electrical smart material made by magnetic liquid metal and sponge.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Dual-Laser-Induced Breakdown Thermometry via Sound Speed Measurement: A New Procedure for Improved Spatiotemporal Resolution.
Sensors, 2020

PyTorch Distributed: Experiences on Accelerating Data Parallel Training.
Proc. VLDB Endow., 2020

FPGA-Based ROI Encoding for HEVC Video Bitrate Reduction.
J. Circuits Syst. Comput., 2020

Quantum Inspired Word Representation and Computation.
CoRR, 2020

EdgeFed: Optimized Federated Learning Based on Edge Computing.
IEEE Access, 2020

SVHF: A Lightweight Stream Cipher Based on Feistel and OFB.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2020

HVH: A Lightweight Hash Function Based on Dual Pseudo-Random Transformation.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2020

U-Net Neural Network Optimization Method Based on Deconvolution Algorithm.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Parallel Implementation of H.265 Intra-Frame Coding Based on FPGA Heterogeneous Platform.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019
Self-Balanced Dropout.
CoRR, 2019

A Comparative Research on Open Source Edge Computing Systems.
Proceedings of the Artificial Intelligence and Security - 5th International Conference, 2019

Adversarial Examples for Improving End-to-end Attention-based Small-footprint Keyword Spotting.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Prism Module for Semantic Disentanglement in Name Entity Recognition.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Addendum: Using Satellite Data for the Characterization of Local Animal Reservoir Populations of Hantaan Virus on the Weihe Plain, China. <i>Remote Sens</i>. 2017, 9, 1076.
Remote. Sens., 2018

Challenges and Experiences in Building an Efficient Apache Beam Runner For IBM Streams.
Proc. VLDB Endow., 2018

Natural language instructions for human-robot collaborative manipulation.
Int. J. Robotics Res., 2018

Generalize Symbolic Knowledge With Neural Rule Engine.
CoRR, 2018

Trust of Humans in Supervisory Control of Swarm Robots with Varied Levels of Autonomy.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Continuity-Discrimination Convolutional Neural Network for Visual Object Tracking.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Achievable Information Rates for Nonlinear Fiber Communication via End-to-end Autoencoder Learning.
Proceedings of the European Conference on Optical Communication, 2018

From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Revisiting Correlations between Intrinsic and Extrinsic Evaluations of Word Embeddings.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

Analogical Reasoning on Chinese Morphological and Semantic Relations.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Using Satellite Data for the Characterization of Local Animal Reservoir Populations of Hantaan Virus on the Weihe Plain, China.
Remote. Sens., 2017

Optimised placement of wireless sensor networks by evolutionary algorithm.
Int. J. Comput. Sci. Eng., 2017

Correction to: Guiding the Training of Distributed Text Representation with Supervised Weighting Scheme for Sentiment Analysis.
Data Sci. Eng., 2017

Guiding the Training of Distributed Text Representation with Supervised Weighting Scheme for Sentiment Analysis.
Data Sci. Eng., 2017

A descriptive semantics of modelling process catering for whole product parametric.
Adv. Eng. Informatics, 2017

Evaluating critical points in trajectories.
Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017

Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Initializing Convolutional Filters with Semantic Features for Text Classification.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

A Framework for analyzing AR/VR Collaborations: An initial result.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2017

2016
Spatial references and perspective in natural language instructions for collaborative manipulation.
Proceedings of the 25th IEEE International Symposium on Robot and Human Interactive Communication, 2016

Fault diagnosis of diesel engine lubrication system based on PSO-SVM and centroid location algorithm.
Proceedings of the 2016 International Conference on Control, 2016

2015
Parameter-Level Data Flow Modeling Oriented to Product Design Process.
Int. J. Bifurc. Chaos, 2015

Coverage Optimization for Wireless Sensor Networks by Evolutionary Algorithm.
Proceedings of the Computational Intelligence and Intelligent Systems, 2015

2014
An efficient approach to mobile robot motion planning in dynamically unknown environments.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

2013
A Testbed for Evaluation of the Effects of Multipath on Performance of TOA-Based Indoor Geolocation.
IEEE Trans. Instrum. Meas., 2013

Active semantic localization of mobile robot using partial observable Monte Carlo Planning.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

GeoCity Beijing: Platform of Eco-City Information Visualization and Interactive Narrative Structure.
Proceedings of the Cross-Cultural Design. Cultural Differences in Everyday Life, 2013

2012
HVD-TLS: A Novel Framework of Thread Level Speculation.
Proceedings of the 11th IEEE International Conference on Trust, 2012

PinyinPie: a pie menu augmented soft keyboard for chinese pinyin input methods.
Proceedings of the Mobile HCI '12, 2012

A realtime testbed for performance evaluation of indoor TOA location system.
Proceedings of IEEE International Conference on Communications, 2012

Wiki-ly Supervised Part-of-Speech Tagging.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Analysis of three-dimensional maximum likelihood algorithm for capsule endoscopy localization.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
An improved topic relevance algorithm for focused crawling.
Proceedings of the IEEE International Conference on Systems, 2011

Designing for context-aware health self-monitoring, feedback, and engagement.
Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work, 2011

Asynchronous Collective Output with Non-dedicated Cores.
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

2010
A New Self-adaption Differential Evolution Algorithm Based Component Model.
Proceedings of the Advances in Computation and Intelligence - 5th International Symposium, 2010

2009
HDTV1080p H.264/AVC Encoder Chip Design and Performance Analysis.
IEEE J. Solid State Circuits, 2009

Side Match Distortion based Adaptive Error Concealment order for 1Seg Video Broadcasting Application.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008
A Hardware Architecture of CABAC Encoding and Decoding with Dynamic Pipeline for H.264/AVC.
J. Signal Process. Syst., 2008

Motion Feature and Hadamard Coefficient-Based Fast Multiple Reference Frame Motion Estimation for H.264.
IEEE Trans. Circuits Syst. Video Technol., 2008

An Irregular Search Window Reuse Scheme for MPEG-2 to H.264 Transcoding.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008

2007
Content-Based Complexity Reduction Methods for MPEG-2 to H.264 Transcoding.
IEICE Trans. Inf. Syst., 2007

H.264/AVC Fractional Motion Estimation Engine with Computation Reusing in HDTV1080P Real-Time Encoding Applications.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007

32-Parallel SAD Tree Hardwired Engine for Variable Block Size Motion Estimation in HDTV1080P Real-Time Encoding Application.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2007

Template Vertical Dictionary-Based Program Compression Scheme on the TTA.
Proceedings of the Integrated Circuit and System Design. Power and Timing Modeling, 2007

An Irregular Search Window Reuse Scheme for Motion Estimation in MPEG-2 to H.264 Transcoding.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

A Motion Vector Prediction Scheme for MPEG-2 to H.264 Transcoding Based on Smoothness of Motion Vector Field.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Dynamic Stateful Multicast Firewall.
Proceedings of IEEE International Conference on Communications, 2007

A VLSI architecture design of an edge based fast intra prediction mode decision algorithm for H.264/avc.
Proceedings of the 17th ACM Great Lakes Symposium on VLSI 2007, 2007

2006
Realization of Embedded Multimedia System Based On Dual-Core Processor OMAP5910.
Int. J. Comput. Commun. Control, 2006

A Hardware Implementation of a Content-Based Motion Estimation Algorithm for Real-Time MPEG-4 Video Coding.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006

Complexity Based Fast Coding Mode Decision for MPEG-2 / H.264 Video Transcoding.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2006, 2006

2005
Content-Based Motion Estimation with Extended Temporal-Spatial Analysis.
IEICE Trans. Inf. Syst., 2005

Blind recognition of punctured convolutional codes.
Sci. China Ser. F Inf. Sci., 2005

2004
Equivalence of Punctured Convolutional Codes from Shift Equivalent Puncturing Patterns.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

An Improved Sample Pairs Method for Detection of LSB Embedding.
Proceedings of the Information Hiding, 6th International Workshop, 2004

1999
A Novel Fast Motion Estimation Method Based on Genetic Algorithm.
Proceedings of the 1999 International Conference on Image Processing, 1999


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