Lizhong Chen

Orcid: 0000-0001-5890-7121

According to our database1, Lizhong Chen authored at least 56 papers between 2004 and 2024.

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Bibliography

2024
Monte Carlo / Dynamic Code (MC/DC): An accelerated Python package for fully transient neutron transport and rapid methods development.
J. Open Source Softw., April, 2024

LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking.
CoRR, 2024

FLAASH: Flexible Accelerator Architecture for Sparse High-Order Tensor Contraction.
CoRR, 2024

LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Simul-LLM: A Framework for Exploring High-Quality Simultaneous Translation with Large Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
RAPID: Enabling fast online policy learning in dynamic public cloud environments.
Neurocomputing, November, 2023

PROMPT: Learning dynamic resource allocation policies for network applications.
Future Gener. Comput. Syst., August, 2023

Partitioning-Guided K-Means: Extreme Empty Cluster Resolution for Extreme Model Compression.
CoRR, 2023

Improving Autoregressive NLP Tasks via Modular Linearized Attention.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation.
Proceedings of the International Conference on Machine Learning, 2023

Implicit Memory Transformer for Computationally Efficient Simultaneous Speech Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Polymorphic Accelerators for Deep Neural Networks.
IEEE Trans. Computers, 2022

Improving Methodology for Tropical Cyclone Seasonal Forecasting in the Australian and the South Pacific Ocean Regions by Selecting and Averaging Models via Metropolis-Gibbs Sampling.
Remote. Sens., 2022

PROMPT: Learning Dynamic Resource Allocation Policies for Edge-Network Applications.
CoRR, 2022

Chapter Four - Routerless networks-on-chip.
Adv. Comput., 2022

2020
AI for Computer Architecture: Principles, Practice, and Prospects
Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers, ISBN: 978-3-031-01770-4, 2020

UVMBench: A Comprehensive Benchmark Suite for Researching Unified Virtual Memory in GPUs.
CoRR, 2020

The gem5 Simulator: Version 20.0+.
CoRR, 2020

Accelerated Reply Injection for Removing NoC Bottleneck in GPGPUs.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

A Deep Reinforcement Learning Framework for Architectural Exploration: A Routerless NoC Case Study.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

EquiNox: Equivalent NoC Injection Routers for Silicon Interposer-Based Throughput Processors.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

2019
A Survey of Machine Learning Applied to Computer Architecture Design.
CoRR, 2019

Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework.
CoRR, 2019

Design Space Exploration of Memory Controller Placement in Throughput Processors with Deep Learning.
IEEE Comput. Archit. Lett., 2019

On Trade-off Between Static and Dynamic Power Consumption in NoC Power Gating.
Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

Dynamically linked MSHRs for adaptive miss handling in GPUs.
Proceedings of the ACM International Conference on Supercomputing, 2019

Express Link Placement for NoC-Based Many-Core Platforms.
Proceedings of the 48th International Conference on Parallel Processing, 2019

Characterizing On-Chip Traffic Patterns in General-Purpose GPUs: A Deep Learning Approach.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

Shortcut Mining: Exploiting Cross-Layer Shortcut Reuse in DCNN Accelerators.
Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

2018
Tolerating Soft Errors in Deep Learning Accelerators with Reliable On-Chip Memory Designs.
Proceedings of the 2018 IEEE International Conference on Networking, 2018

CART: Cache Access Reordering Tree for Efficient Cache and Memory Accesses in GPUs.
Proceedings of the 36th IEEE International Conference on Computer Design, 2018

Routerless Network-on-Chip.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

2017
CALM: Contention-Aware Latency-Minimal Application Mapping for Flattened Butterfly On-Chip Networks.
ACM Trans. Design Autom. Electr. Syst., 2017

XPro: A Cross-End Processing Architecture for Data Analytics in Wearables.
Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017

2016
Providing Balanced Mapping for Multiple Applications in Many-Core Chip Multiprocessors.
IEEE Trans. Computers, 2016

A Filtering Mechanism to Reduce Network Bandwidth Utilization of Transaction Execution.
ACM Trans. Archit. Code Optim., 2016

Simulation of NoC power-gating: Requirements, optimizations, and the Agate simulator.
J. Parallel Distributed Comput., 2016

Maximizing the performance of NoC-based MPSoCs under total power and power density constraints.
Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

2015
Power punch: Towards non-blocking power-gating of NoC routers.
Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

TAPP: temperature-aware application mapping for NoC-based many-core processors.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

2014
Futility Scaling: High-Associativity Cache Partitioning.
Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

Smart butterfly: reducing static power dissipation of network-on-chip with core-state-awareness.
Proceedings of the International Symposium on Low Power Electronics and Design, 2014

Balancing On-Chip Network Latency in Multi-application Mapping for Chip-Multiprocessors.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Mitigating the Mismatch between the Coherence Protocol and Conflict Detection in Hardware Transactional Memory.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

MP3: Minimizing performance penalty for power-gating of Clos network-on-chip.
Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

Application mapping for express channel-based networks-on-chip.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013
An Analytical Performance Model for Partitioning Off-Chip Memory Bandwidth.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

RAIR: Interference Reduction in Regionalized Networks-on-Chip.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

Bubble coloring: avoiding routing- and protocol-induced deadlocks with minimal virtual channel requirement.
Proceedings of the International Conference on Supercomputing, 2013

In-network traffic regulation for Transactional Memory.
Proceedings of the 19th IEEE International Symposium on High Performance Computer Architecture, 2013

Worm-Bubble Flow Control.
Proceedings of the 19th IEEE International Symposium on High Performance Computer Architecture, 2013

2012
Efficient implementation of globally-aware network flow control.
J. Parallel Distributed Comput., 2012

NoRD: Node-Router Decoupling for Effective Power-gating of On-Chip Routers.
Proceedings of the 45th Annual IEEE/ACM International Symposium on Microarchitecture, 2012

2011
Critical Bubble Scheme: An Efficient Implementation of Globally Aware Network Flow Control.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2004
A comparative study for solution methods of a multicomponent distillation model.
Proceedings of the IEEE International Conference on Systems, 2004


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