Junnan Liu

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

Bibliography

2025
Intern-S1: A Scientific Multimodal Foundation Model.
CoRR, August, 2025

Dissecting Tool-Integrated Reasoning: An Empirical Study and Analysis.
CoRR, August, 2025

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward.
CoRR, August, 2025

Rethinking Verification for LLM Code Generation: From Generation to Testing.
CoRR, July, 2025

Coding Triangle: How Does Large Language Model Understand Code?
CoRR, July, 2025

FedDIFFKD: integrating diffusion distillation and self-distillation for personalized federated learning.
Computing, July, 2025

Lightweight small object detection network for aerial images based on cross-attention and information injection.
J. Real Time Image Process., June, 2025

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective.
CoRR, May, 2025

SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking.
CoRR, May, 2025

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning.
CoRR, February, 2025

Semi-supervised suppressed possibilistic Gustafsan-Kessel clustering algorithm based on local information and knowledge propagation.
Expert Syst. Appl., 2025

Autonomous dynamic formation for maritime target tracking using multi-agent reinforcement learning.
Eng. Appl. Artif. Intell., 2025

GeoPet: Interactive Prompt Engineering for Enhancing Tool Calling of Large Language Models in Geospatial Tasks.
Proceedings of the 18th IEEE Pacific Visualization Conference, 2025

Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Few-Shot Natural Language to First-Order Logic Translation via Code Generation.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Are Your LLMs Capable of Stable Reasoning?
Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024
Research and optimization of task scheduling algorithm based on heterogeneous multi-core processor.
Clust. Comput., December, 2024

An archive-based method for efficiently handling small file problems in HDFS.
Concurr. Comput. Pract. Exp., November, 2024

A balanced leader election algorithm based on replica distribution in Kubernetes cluster.
Clust. Comput., September, 2024

An Underwater Image Enhancement Method Based on Balanced Adaption Compensation.
IEEE Signal Process. Lett., 2024

XRAG: eXamining the Core - Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation.
CoRR, 2024

Are Your LLMs Capable of Stable Reasoning?
CoRR, 2024

KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

S-Evaluator: Enhance Factual Consistency Evaluator with Adversarial Data Synthesized by Large Language Model.
Proceedings of the IEEE International Conference on Acoustics, 2024

Predefined-Time 3-D Trajectory Tracking Control of Underactuated AUVs with Predefined-Time Disturbance Observer.
Proceedings of the 14th Asian Control Conference, 2024

2023
A Method for Intelligent Road Network Selection Based on Graph Neural Network.
ISPRS Int. J. Geo Inf., August, 2023

Perception-and-Regulation Network for Salient Object Detection.
IEEE Trans. Multim., 2023

LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

POINE<sup>2</sup>: Improving Poincaré Embeddings for Hierarchy-Aware Complex Query Reasoning over Knowledge Graphs.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Min-Leader Optimal Scheduling Algorithm in Kubernetes Clusters.
Proceedings of the Advances in Artificial Intelligence, Big Data and Algorithms - Proceedings of the 3rd International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA 2023), 2023

2022
MuchSUM: Multi-channel Graph Neural Network for Extractive Summarization.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Improving the Stability of Underwater Image Recovery via Multi-stage Integrating Enhancement.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Perception-and-Regulation Network for Salient Object Detection.
CoRR, 2021

Inferring Camouflaged Objects by Texture-Aware Interactive Guidance Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Parameter-Adaptive Compensation (PAC) for Processing Underwater Selective Absorption.
IEEE Signal Process. Lett., 2020

Bibliometric analysis on cardiovascular disease treated by traditional Chinese medicines based on big data.
Int. J. Parallel Emergent Distributed Syst., 2020

2019
Degree-of-Node Task Scheduling of Fine-Grained Parallel Programs on Heterogeneous Systems.
J. Comput. Sci. Technol., 2019

A Strong Baseline for Tiger Re-ID and its Bag of Tricks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

An effective method for operations placement in Tensor Flow.
Proceedings of the 3rd International Conference on High Performance Compilation, 2019

2018
Improving the Performance of Distributed TensorFlow with RDMA.
Int. J. Parallel Program., 2018

Research on the Biological Basis of Treating Different Diseases with Same Method Based on Big Data Mining and Complex Network.
Proceedings of the 4th IEEE International Conference on Big Data Security on Cloud, 2018

The Future Development of Traditional Chinese Medicine from the Perspective of Artificial Intelligence with Big Data.
Proceedings of the 4th IEEE International Conference on Big Data Security on Cloud, 2018

2017
Performance analysis of packet layer FEC codes and interleaving in FSO channels.
IET Commun., 2017


  Loading...