2025
The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them).
CoRR, May, 2025
UMAM-NET: ultrasound thyroid nodule malignancy grading network based on multi-subnet attention mechanism.
Pattern Anal. Appl., March, 2025
Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment.
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CoRR, January, 2025
PEW-SegDiff: Feature Pyramids Edge-Weighted Diffusion Segmentation model for ultrasound thyroid nodule.
Biomed. Signal Process. Control., 2025
Adaptive Balancing of Series-Connected SiC MOSFETs Based on Active Clamping and Comparison Circuitry.
IEEE Access, 2025
Quantifying Generalization Complexity for Large Language Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
The Geometry of Categorical and Hierarchical Concepts in Large Language Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
Rolling Bearing Remaining Useful Life Prediction Based on CNN-VAE-MBiLSTM.
Sensors, May, 2024
Direct Acquisition Optimization for Low-Budget Active Learning.
CoRR, 2024
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
On the Origins of Linear Representations in Large Language Models.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
BPAT-UNet: Boundary preserving assembled transformer UNet for ultrasound thyroid nodule segmentation.
Comput. Methods Programs Biomed., August, 2023
Quantum Circuit Template Matching Optimization Method for Constrained Connectivity.
Axioms, July, 2023
Uncovering Meanings of Embeddings via Partial Orthogonality.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Learning Nonparametric Latent Causal Graphs with Unknown Interventions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Analysis of Artifactual Components Rejection Threshold towards Enhanced Characterization of Neural Activity in Post-Stroke Survivor.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
MPMSVC: Multiple Parametric-Margin Support Vector Clustering.
IEEE Access, 2021
A Legged Soft Robot Platform for Dynamic Locomotion.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
2020
Latch-Up Immune Bi-Direction ESD Protection Clamp for Push-Pull RF Power Amplifier.
IEICE Trans. Electron., 2020
Silicon Controlled Rectifier Based Partially Depleted SOI ESD Protection Device for High Voltage Application.
IEICE Trans. Electron., 2020
Fast and accurate segmentation method of active shape model with Rayleigh mixture model clustering for prostate ultrasound images.
Comput. Methods Programs Biomed., 2020
Variational Bayesian Group-Level Sparsification for Knowledge Distillation.
IEEE Access, 2020
Associative Memory in Iterated Overparameterized Sigmoid Autoencoders.
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
一种单目标路径覆盖分区动态优化算法 (Sub-regional Dynamic Optimization Algorithm for Path Coverage of Single Target).
计算机科学, 2019
基于不规则划分的K级区域覆盖增强算法 (K-level Region Coverage Enhancement Algorithm Based on Irregular Division).
计算机科学, 2019
Automatic and Accurate 3D Measurement Based on RGBD Saliency Detection.
IEICE Trans. Inf. Syst., 2019
Meta-Learning to Cluster.
CoRR, 2019
Model-Agnostic Meta-Learning using Runge-Kutta Methods.
CoRR, 2019
2018
Active Contours Driven by Local Rayleigh Distribution Fitting Energy for Ultrasound Image Segmentation.
IEICE Trans. Inf. Syst., 2018
Effective SVD-Based Deep Network Compression for Automatic Speech Recognition.
Proceedings of the Video Analytics. Face and Facial Expression Recognition, 2018
StackReader: An RNN-Free Reading Comprehension Model.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2013
Performance analysis of machine learning algorithms for intrusion detection in MANETs.
Int. J. Wirel. Mob. Comput., 2013
Ensemble learning for generalised eigenvalues proximal support vector machines.
Int. J. Comput. Appl. Technol., 2013
2012
Design aspects of closed loop beamforming transmit diversity in HSUPA.
Proceedings of IEEE International Conference on Communications, 2012
2010
A Coverage Enhancement Method of Directional Sensor Network Based on Genetic Algorithm for Occlusion-Free Surveillance.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2010
PFL: Proactive Fuzzy-logic-based AQM Algorithm for Best-effort Networks.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2010
2008
Extremal Problems of Information Combining.
IEEE Trans. Inf. Theory, 2008
LDPC Codes for Flat Rayleigh Fading Channels with Channel Side Information.
IEEE Trans. Commun., 2008
2006
The Earth observing system microwave limb sounder (EOS MLS) on the aura Satellite.
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IEEE Trans. Geosci. Remote. Sens., 2006
2005
An Information Theoretic Study on Linear Dispersion Codes and Low -Density Parity -Check Codes
PhD thesis, 2005
2003
On the separability of demodulation and decoding for communications over multiple-antenna block-fading channels.
IEEE Trans. Inf. Theory, 2003