Jiawei Zhao

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

Bibliography

2026
VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation.
CoRR, May, 2026

AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs.
CoRR, May, 2026

S4CMDR: a metadata repository for electronic health records.
CoRR, March, 2026

WMVLM: Evaluating Diffusion Model Image Watermarking via Vision-Language Models.
CoRR, January, 2026

A Hybrid Attraction-Repulsion Optimization Algorithm for Multi-Robot Task Scheduling in Intelligent Greenhouses.
Swarm Evol. Comput., 2026

K-FLARE: A knowledge-fused language and relational-learning framework for rumor detection.
Knowl. Based Syst., 2026

Multiscale spatial-spectral attention network for arbitrary-scale hyperspectral image super-resolution.
Neurocomputing, 2026

Structure-aware coarse-to-fine upsampling network for arbitrary-scale super-resolution of remote sensing images.
Eng. Appl. Artif. Intell., 2026

DC-Former: A lightweight asymmetric hybrid network for real-time plant disease identification in resource-constrained field environments.
Comput. Electron. Agric., 2026

BGFF-UNet: A lightweight network based on boundary-guided feature fusion mechanism for skin lesion segmentation.
Appl. Soft Comput., 2026

Attitude intelligent control methods for morphing aircraft: review and prospects.
Array, 2026

Optimal placement design of pressure and electric sensors for enhanced underwater source sensing.
Adv. Eng. Informatics, 2026

2025
A New Perspective for Power Oscillation in Paralleled DSG-VSGs System With Low-Frequency Pulsed Load.
IEEE Trans. Ind. Electron., December, 2025

The Path Not Taken: RLVR Provably Learns Off the Principals.
CoRR, November, 2025

MOQIEA: A Novel Multiobjective Quantum Immune Evolutionary Algorithm for Nonuniform Clustering Framework in Industrial IoT.
IEEE Trans. Ind. Informatics, October, 2025

Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs?
CoRR, October, 2025

PSRT: Accelerating LRM-based Guard Models via Prefilled Safe Reasoning Traces.
CoRR, September, 2025

Significantly enhancing human antibody affinity via deep learning and computational biology-guided single-point mutations.
Briefings Bioinform., September, 2025

Deep Think with Confidence.
CoRR, August, 2025

GaLore 2: Large-Scale LLM Pre-Training by Gradient Low-Rank Projection.
CoRR, April, 2025

HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading.
CoRR, February, 2025

ParetoQ: Scaling Laws in Extremely Low-bit LLM Quantization.
CoRR, February, 2025

Tensor-GaLore: Memory-Efficient Training via Gradient Tensor Decomposition.
CoRR, January, 2025

Understanding and Improving Efficiency in Training of Deep Neural Networks.
PhD thesis, 2025

Soybean Yield Estimation Using Improved Deep Learning Models With Integrated Multisource and Multitemporal Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Secure air-to-ground transmission with jamming links blocked by the eavesdropper.
Phys. Commun., 2025

PocketSCP: A Method for Spatiotemporal Topological Visualization and Analysis of Protein Pocket Dynamics.
J. Chem. Inf. Model., 2025

Targeted and Transferable Adversarial Attacks on Large Vision-Language Models via Two-Stage Region-Specific Perturbations.
Proceedings of the 24th IEEE International Conference on Trust, 2025

Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

ParetoQ: Improving Scaling Laws in Extremely Low-bit LLM Quantization.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

A Study on the Generation of Single Cell Droplets via the Combination of Lateral-Field Optoelectronic Tweezers and Electrowetting-on-Dielectric.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

High-Precision Parallel Manipulation of Multi-Particle System Using Optoelectronic Tweezers.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

Should A Platform Adopt the Refund-Only Policy?
Proceedings of the 46th International Conference on Information Systems, 2025

Solving Chance-Constrained AC-OPF Problem by Neural Network with Bisection-based Projection.
Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
Proceedings of the Conference on Parsimony and Learning, 2025

SQL Injection Jailbreak: A Structural Disaster of Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024
Constellation Superposition and Artificial Noise Against Interior and Exterior Eavesdropping in Bidirectional Untrusted Relaying Systems.
IEEE Wirel. Commun. Lett., December, 2024

A Genetic Algorithm and Fuzzy Neural Network-Based Intelligent Temperature Control Decision Model for Coagulation Cooling Systems.
J. Circuits Syst. Comput., November, 2024

Dynamic Power Balancing Control Method for Energy Storage DC/DC Parallel Supply System With Low-Frequency Pulsed Load.
IEEE Trans. Ind. Electron., June, 2024

A Mutually Textual and Visual Refinement Network for Image-Text Matching.
IEEE Trans. Multim., 2024

Incremental Spatial and Spectral Learning of Neural Operators for Solving Large-Scale PDEs.
Trans. Mach. Learn. Res., 2024

Silent Guardian: Protecting Text From Malicious Exploitation by Large Language Models.
IEEE Trans. Inf. Forensics Secur., 2024

Focus on BEV: Self-calibrated Cycle View Transformation for Monocular Birds-Eye-View Segmentation.
CoRR, 2024

Prefix Guidance: A Steering Wheel for Large Language Models to Defend Against Jailbreak Attacks.
CoRR, 2024

MINI-SEQUENCE TRANSFORMER: Optimizing Intermediate Memory for Long Sequences Training.
CoRR, 2024

From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients.
CoRR, 2024

Sperm Manipulation and Selection Platform Using Optoelectronic Tweezers.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2024

S<sup>2</sup>FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Building-Integrated Photovoltaics in Singapore: A Study on Technological, Economic, and Environmental Impact.
Proceedings of the IEEE Sustainable Power and Energy Conference, 2024

GM-LPC Based Multiband Analysis and Enhancement of Pathological Voice.
Proceedings of the 14th IEEE International Symposium on Chinese Spoken Language Processing, 2024

Dynamic Adaptive Imaging System on Optoelectronic Tweezers Platform.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Multi-strategy Collaborative Improvement of the Seagull Optimization Algorithm.
Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering, 2024

Loop Mining Large-Scale Unlabeled Data for Corner Case Detection in Autonomous Driving.
Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Research and Implementation of Automatic Verification of Station Code Drawing Based on Artificial Intelligence.
Proceedings of the 2024 4th International Conference on Artificial Intelligence, 2024

2023
Hemodynamics of different configurations of the left subclavian artery parallel stent graft for thoracic endovascular aortic repair.
Comput. Methods Programs Biomed., November, 2023

InRank: Incremental Low-Rank Learning.
CoRR, 2023

A GCN-GRU Based End-to-End LEO Satellite Network Dynamic Topology Prediction Method.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

On Deploying Mobile Deep Learning to Segment COVID-19 PCR Test Tube Images.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

Microrobot Control Method Based on Movement of Field Free Point in Gradient Magnetic Field.
IROS, 2023

UMIRobot: An Open-{Software, Hardware} Low-Cost Robotic Manipulator for Education.
IROS, 2023

Parallel Cell Array Patterning and Target Cell Lysis on an Optoelectronic Micro-Well Device.
IROS, 2023

2022
ZerO Initialization: Initializing Neural Networks with only Zeros and Ones.
Trans. Mach. Learn. Res., 2022

LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update.
IEEE Trans. Computers, 2022

Intelligent Matching Method for Heterogeneous Remote Sensing Images Based on Style Transfer.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Incremental Fourier Neural Operator.
CoRR, 2022

Tool Wear Monitoring Based on Transfer Learning and Improved Deep Residual Network.
IEEE Access, 2022

Application of Hyperspectral Technology Combined With Bat Algorithm-AdaBoost Model in Field Soil Nutrient Prediction.
IEEE Access, 2022

An Improved Deep-learning Network for Abnormal Action Detection.
Proceedings of the ICCBN 2022: 10th International Conference on Communications and Broadband Networking, Shanghai, China, February 25, 2022

Temporal Logic Robot Task Planning with Active Acquisition of Information.
Proceedings of the 17th IEEE International Conference on Control & Automation, 2022

2021
RGB-D Salient Object Detection With Ubiquitous Target Awareness.
IEEE Trans. Image Process., 2021

Robust multi-view continuous subspace clustering.
Pattern Recognit. Lett., 2021

ZerO Initialization: Initializing Residual Networks with only Zeros and Ones.
CoRR, 2021

Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update.
CoRR, 2021

A Review of Computer Vision Methods in Network Security.
IEEE Commun. Surv. Tutorials, 2021

Transformerless High Step-Up DC-DC Converter With Low Voltage Stress for Fuel Cells.
IEEE Access, 2021

Switched-Capacitor High Voltage Gain Z-Source Converter With Common Ground and Reduced Passive Component.
IEEE Access, 2021

Boost Type Multi-Input Independent Generation System With Multi-Winding Simultaneous Power Supply.
IEEE Access, 2021

M3TR: Multi-modal Multi-label Recognition with Transformer.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Transformer-based Dual Relation Graph for Multi-label Image Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Mutual-Learning Improves End-to-End Speech Translation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Structural Dependency Self-attention Based Hierarchical Event Model for Chinese Financial Event Extraction.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction, 2021

2020
Learning compositional functions via multiplicative weight updates.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Is Depth Really Necessary for Salient Object Detection?
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Non-Linearity in Mapping Based Cross-Lingual Word Embeddings.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Triplet Mining-based Phishing Webpage Detection.
Proceedings of the 45th IEEE Conference on Local Computer Networks, 2020

A Knowledge Graph Based Approach for Mobile Application Recommendation.
Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

2019
An emotional contagion based simulation for emergency evacuation peer behavior decision.
Simul. Model. Pract. Theory, 2019

Structural Design and Analysis of Seed Implantation Robot Based on Flexible Shaft Transmission.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Formal Synthesis of Warehouse Robotic Systems with Temporal Logic Specifications.
Proceedings of the 2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2019

signSGD with Majority Vote is Communication Efficient and Fault Tolerant.
Proceedings of the 7th International Conference on Learning Representations, 2019

Subjective Evaluation of The Correlation of Pop Music Emotion and Lighting Color.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

2018
signSGD with Majority Vote is Communication Efficient And Byzantine Fault Tolerant.
CoRR, 2018

Mining CFD Rules on Big Data.
CoRR, 2018

A Handshake Protocol With Unbalanced Cost for Wireless Updating.
IEEE Access, 2018


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