Zhongzhi Li

Orcid: 0009-0003-5336-3227

According to our database1, Zhongzhi Li authored at least 49 papers between 2010 and 2026.

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Bibliography

2026
From System 1 to System 2: A Survey of Reasoning Large Language Models.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2026

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs.
CoRR, February, 2026

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.
Trans. Mach. Learn. Res., 2026

FGPR: A large-scale dataset and benchmark for fine-grained product retrieval.
Pattern Recognit., 2026

Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Too Long, Do Re-weighting for Efficient LLM Reasoning Compression.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning.
CoRR, September, 2025

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.
CoRR, September, 2025

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR.
CoRR, August, 2025

MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph.
CoRR, August, 2025

Revisiting Continual Semantic Segmentation with Pre-trained Vision Models.
CoRR, August, 2025

A Survey of Context Engineering for Large Language Models.
CoRR, July, 2025

SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning.
CoRR, June, 2025

TL;DR: Too Long, Do Re-weighting for Efficient LLM Reasoning Compression.
CoRR, June, 2025

SOLIDGEO: Measuring Multimodal Spatial Math Reasoning in Solid Geometry.
CoRR, May, 2025

ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models.
CoRR, May, 2025

LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners.
CoRR, May, 2025

Safety in Large Reasoning Models: A Survey.
CoRR, April, 2025

From System 1 to System 2: A Survey of Reasoning Large Language Models.
CoRR, February, 2025

RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?
CoRR, January, 2025

Scalable and reliable deep transfer learning for intelligent fault detection via multi-scale neural processes embedded with prior knowledge.
Neurocomputing, 2025

PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

CleanBattack: A Clean-Label Text Backdoor Attack with Limited Information.
Proceedings of 2025 2nd International Conference on Machine Learning and Intelligent Computing (MLIC 2025), 2025

Safety in Large Reasoning Models: A Survey.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

Enhancing Multimodal Continual Instruction Tuning with BranchLoRA.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
Ultra-Short Time Imaging of Urban Underground Structures Using Vehicle Noise Coda Waves.
IEEE Trans. Geosci. Remote. Sens., 2024

CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models.
CoRR, 2024

Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram.
CoRR, 2024

TDANet: A Novel Temporal Denoise Convolutional Neural Network With Attention for Fault Diagnosis.
CoRR, 2024

Scalable and reliable deep transfer learning for intelligent fault detection via multi-scale neural processes embedded with knowledge.
CoRR, 2024

GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

LANS: A Layout-Aware Neural Solver for Plane Geometry Problem.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
A Lightweight and Explainable Data-Driven Scheme for Fault Detection of Aerospace Sensors.
IEEE Trans. Aerosp. Electron. Syst., December, 2023

2022
Fault Detection and Classification of Aerospace Sensors using a VGG16-based Deep Neural Network.
CoRR, 2022

2021
Erratum to "A Hierarchical Attention Recommender System Based on Cross-Domain Social Networks".
Complex., 2021

2020
A Hierarchical Attention Recommender System Based on Cross-Domain Social Networks.
Complex., 2020

Fault Detection on Insulated Overhead Conductors Based on DWT-LSTM and Partial Discharge.
IEEE Access, 2020

2019
Series Arc Fault Detection of Indoor Power Distribution System Based on LVQ-NN and PSO-SVM.
IEEE Access, 2019

2012
High Resolution Range Profile Recognition Using Robust Kernel Neighborhood Preserving Projection.
Proceedings of the 12th IEEE International Conference on Computer and Information Technology, 2012

2010
Spatial Clustering Algorithm Based on Hierarchical-Partition Tree.
J. Digit. Content Technol. its Appl., 2010

Multiple Target Tracking Using Reverse Prediction Weighted Neighbor Data Association.
J. Convergence Inf. Technol., 2010

Kohonen self-organizing map for multiple-outlet sluice gates control system.
Proceedings of the Sixth International Conference on Natural Computation, 2010

High Resolution Radar Data Fusion Based on Clustering Algorithm.
Proceedings of the Second International Workshop on Database Technology and Applications, 2010


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