Ling Li

Affiliations:
  • Institute of Software, Chinese Academy of Sciences, China
  • Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China (former)


According to our database1, Ling Li authored at least 61 papers between 2009 and 2024.

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Timeline

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Bibliography

2024
Assessing and Understanding Creativity in Large Language Models.
CoRR, 2024

2023
Learning controllable elements oriented representations for reinforcement learning.
Neurocomputing, September, 2023

Local-Global Cross Fusion Network With Gaussian-Initialized Learnable Positional Prompting for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Context Shift Reduction for Offline Meta-Reinforcement Learning.
CoRR, 2023

Efficient Symbolic Policy Learning with Differentiable Symbolic Expression.
CoRR, 2023

Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning.
CoRR, 2023

Pushing the Limits of Machine Design: Automated CPU Design with AI.
CoRR, 2023

Learning Domain-Aware Detection Head with Prompt Tuning.
CoRR, 2023

Ultra-low Precision Multiplication-free Training for Deep Neural Networks.
CoRR, 2023

Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Efficient Symbolic Policy Learning with Differentiable Symbolic Expression.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Heron: Automatically Constrained High-Performance Library Generation for Deep Learning Accelerators.
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

Conceptual Reinforcement Learning for Language-Conditioned Tasks.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
TSA-SCC: Text Semantic-Aware Screen Content Coding With Ultra Low Bitrate.
IEEE Trans. Image Process., 2022

Rethinking the Importance of Quantization Bias, Toward Full Low-Bit Training.
IEEE Trans. Image Process., 2022

Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System.
IEEE Trans. Computers, 2022

Causality-driven Hierarchical Structure Discovery for Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

BabelTower: Learning to Auto-parallelized Program Translation.
Proceedings of the International Conference on Machine Learning, 2022

2021
A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis.
Int. J. Comput. Vis., 2021

Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms.
CoRR, 2021

Cambricon-Q: A Hybrid Architecture for Efficient Training.
Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

2020
ParaML: A Polyvalent Multicore Accelerator for Machine Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Machine Learning Computers With Fractal von Neumann Architecture.
IEEE Trans. Computers, 2020

Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach.
IEEE Trans. Computers, 2020

Analyzing and Accelerating the Bottlenecks of Training Deep SNNs With Backpropagation.
Neural Comput., 2020

2019
Addressing Sparsity in Deep Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

A low delay rate control method for screen content coding.
Multim. Tools Appl., 2019

Improved hierarchical quantisation parameter setting method for screen content coding in high efficiency video coding.
IET Image Process., 2019

Cambricon-F: machine learning computers with fractal von neumann architecture.
Proceedings of the 46th International Symposium on Computer Architecture, 2019

2018
An Instruction Set Architecture for Machine Learning.
ACM Trans. Comput. Syst., 2018

Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach.
Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

2017
An Accelerator for High Efficient Vision Processing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

DaDianNao: A Neural Network Supercomputer.
IEEE Trans. Computers, 2017

Rate control for non-uniform video in HEVC.
J. Vis. Commun. Image Represent., 2017

2016
IMR: High-Performance Low-Cost Multi-Ring NoCs.
IEEE Trans. Parallel Distributed Syst., 2016

Adaptive deblocking method for low bitrate coded HEVC video.
J. Vis. Commun. Image Represent., 2016

Cambricon-X: An accelerator for sparse neural networks.
Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016

2015
FreeRider: Non-Local Adaptive Network-on-Chip Routing with Packet-Carried Propagation of Congestion Information.
IEEE Trans. Parallel Distributed Syst., 2015

Robust Design Space Modeling.
ACM Trans. Design Autom. Electr. Syst., 2015

Deterministic Replay: A Survey.
ACM Comput. Surv., 2015

ShiDianNao: shifting vision processing closer to the sensor.
Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

2014
A novel hardware/software partitioning for SIMD-based real-time AVS video decoder.
Multim. Tools Appl., 2014

Auxiliary stream for optimizing memory access of video decoders.
Sci. China Inf. Sci., 2014

DaDianNao: A Machine-Learning Supercomputer.
Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

2013
Effective and efficient microprocessor design space exploration using unlabeled design configurations.
ACM Trans. Intell. Syst. Technol., 2013

Motion Estimation Without Integer-Pel Search.
IEEE Trans. Image Process., 2013

LDet: Determinizing Asynchronous Transfer for Postsilicon Debugging.
IEEE Trans. Computers, 2013

Deterministic Replay Using Global Clock.
ACM Trans. Archit. Code Optim., 2013

Microarchitectural design space exploration made fast.
Microprocess. Microsystems, 2013

2012
Program Regularization in Memory Consistency Verification.
IEEE Trans. Parallel Distributed Syst., 2012

Global Adaptive Routing Algorithm Without Additional Congestion Propagation Network
CoRR, 2012

RepTFD: Replay Based Transient Fault Detection
CoRR, 2012

Performance Prediction for Reconfigurable Processor.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

2011
An FFT Performance Model for Optimizing General-Purpose Processor Architecture.
J. Comput. Sci. Technol., 2011

Efficient Deterministic Replay Using Complete Race Detection
CoRR, 2011

Brief announcement: program regularization in verifying memory consistency.
Proceedings of the SPAA 2011: Proceedings of the 23rd Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2011

Video Encoding without Integer-Pel Motion Estimation.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

2010
Compression Quality Prediction Model for JPEG2000.
IEEE Trans. Image Process., 2010

2009
Adaptive rate control for Motion JPEG2000.
IET Image Process., 2009

A Digital Cinema Playback system compliant with the DCI specification.
Proceedings of the 2009 Picture Coding Symposium, 2009

A quality prediction model for JPEG2000-based color images.
Proceedings of the IEEE International Conference on Acoustics, 2009


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