Binghui Li

According to our database, Binghui Li authored at least 24 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

M2IO-R1: An Efficient RL-Enhanced Reasoning Framework for Multimodal Retrieval Augmented Multimodal Generation.

Zhiyou Xiao, Qinhan Yu, Binghui Li, Geng Chen, Chong Chen, Wentao Zhang

CoRR, August, 2025

MRAMG-Bench: A BeyondText Benchmark for Multimodal Retrieval-Augmented Multimodal Generation.

Qinhan Yu, Zhiyou Xiao, Binghui Li, Zhengren Wang, Chong Chen, Wentao Zhang

CoRR, February, 2025

Discrete element modeling of straw bale: An innovative approach to simulate the compression mechanics of fiber-based materials.

Fangwei Mei, Binghui Li, Zige Xu, Xudong Li, Xinhua Zhu

Comput. Electron. Agric., 2025

MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation.

Qinhan Yu, Zhiyou Xiao, Binghui Li, Zhengren Wang, Chong Chen, Wentao Zhang

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks.

Binghui Li, Zhixuan Pan, Kaifeng Lyu, Jian Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data.

Binghui Li, Yuanzhi Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Scene Graph Generation Approach with Integrated Environmental Contextual Information.

Yong Sun, Yin Zhu, Yiran Tao, Binghui Li

Proceedings of the 4th Asia Conference on Algorithms, Computing and Machine Learning, 2025

A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment.

Binghui Li, Minghui Zou, Xiaowang Zhang, Shizhan Chen, Zhiyong Feng

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2023

A digital control strategy for three-phase PWM converter to suppress output voltage ripple under unbalanced input voltages.

Yanzi Zhang, Shuhan Zhou, Binghui Li, Mingzhi He, Gao Liu

IEICE Electron. Express, 2023

Why Clean Generalization and Robust Overfitting Both Happen in Adversarial Training.

Binghui Li, Yuanzhi Li

CoRR, 2023

High-resolution Radiation Characterization for an Uniformly Emitted SiNx Nanophotonic Phased Array.

Caiming Sun, Binghui Li, Ning Ding, Aidong Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Novel Blue-green Light Phased Array by Light-sheet-excited One-dimension Strip Grating Array.

Weiwei Liu, Binghui Li, Caiming Sun

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Capacity Enhancement of VLC by Blue-green Wavelength Division Multiplexing Using Optical Phased Array.

Yujie Di, Caiming Sun, Shuyan Chen, Weiwei Liu, Yizhan Dai, Binghui Li, Wu Shi, Jing Lin, Yingjie Shao, Jing Xu, Lian-Kuan Chen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

2022

An Adaptive Rapidly-Exploring Random Tree.

Binghui Li, Badong Chen

IEEE CAA J. Autom. Sinica, 2022

Reconstruction Task Finds Universal Winning Tickets.

Ruichen Li, Binghui Li, Qi Qian, Liwei Wang

CoRR, 2022

Theoretical Model and Validation for Broadband Optical Phased Arrays.

Caiming Sun, Binghui Li, Wu Shi, Jing Lin, Ning Ding, Aidong Zhang

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Liquid Waveguide Cladding for 2D Beam Steering of An Optical Phased Array at a Single Wavelength.

Binghui Li, Caiming Sun, Aidong Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power.

Binghui Li, Jikai Jin, Han Zhong, John E. Hopcroft, Liwei Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Boosting Certified 𝓁_∞ Robustness with EMA Method and Ensemble Model.

Binghui Li, Shiji Xin, Qizhe Zhang

CoRR, 2021

Uniform emission of large-scale optical phase arrays with wide wavelength tuning.

Hongjie Wang, Caiming Sun, Lesi Yang, Xiaomin Nie, Binghui Li, Aidong Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

2020

A Copula Enhanced Convolution for Uncertainty Aggregation.

Binghui Li, Jie Zhang, Benjamin F. Hobbs

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

2019

Analyze the Break-even Cost of Lithium-ion Battery under Time-of-use Pricing Tariffs.

Binghui Li, Jie Zhang, Ali Mehmani, Patricia J. Culligan

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019

Assessing the Resilience of the Texas Power Grid Network.

Dorcas Ofori-Boateng, Asim Kumer Dey, Yulia R. Gel, Binghui Li, Jie Zhang, H. Vincent Poor

Proceedings of the IEEE Data Science Workshop, 2019

2016

Modelling to generate alternatives with an energy system optimization model.

Joseph F. DeCarolis, Samaneh Babaee, Binghui Li, S. Kanungo

Environ. Model. Softw., 2016