Binghui Li - RankMe

34 papers A* 5Journal 18Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fast Catch-Up, Late Switching: Optimal Batch Size Scheduling via Functional Scaling Laws. CoRR Jinbo Wang, Binghui Li, Zhanpeng Zhou, Mingze Wang, Yuxuan Sun, Jiaqi Zhang, Xunliang Cai, Lei Wu
2026	J	`jnl`	Muon in Associative Memory Learning: Training Dynamics and Scaling Laws. CoRR Binghui Li, Kaifei Wang, Han Zhong, Pinyan Lu, Liwei Wang
2026	J	`jnl`	Optimal Learning-Rate Schedules under Functional Scaling Laws: Power Decay and Warmup-Stable-Decay. CoRR Binghui Li, Zilin Wang, Fengling Chen, Shiyang Zhao, Ruiheng Zheng, Lei Wu
2025	—	`conf`	A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment. ACL (Findings) Binghui Li, Minghui Zou, Xiaowang Zhang, Shizhan Chen, Zhiyong Feng
2025	A*	`conf`	Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data. ICLR Binghui Li, Yuanzhi Li
2025	J	`jnl`	Discrete element modeling of straw bale: An innovative approach to simulate the compression mechanics of fiber-based materials. Comput. Electron. Agric. Fangwei Mei, Binghui Li, Zige Xu, Xudong Li, Xinhua Zhu
2025	A*	`conf`	Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks. ICLR Binghui Li, Zhixuan Pan, Kaifeng Lyu, Jian Li
2025	J	`jnl`	Higher Satisfaction, Lower Cost: A Technical Report on How LLMs Revolutionize Meituan's Intelligent Interaction Systems. CoRR Xuxin Cheng, Ke Zeng, Zhiquan Cao, Linyi Dai, Wenxuan Gao, Fei Han, Ai Jian, Feng Hong, Wenxing Hu, Zihe Huang, Dejian Kong, Jia Leng, Zhuoyuan Liao, Pei Liu, Jiaye Lin, Xing Ma, Jingqing Ruan, Jiaxing Song, Xiaoyu Tan, Ruixuan Xiao, Wenhui Yu, WenYu Zhan, Haoxing Zhang, Chao Zhou, Hao Zhou, Shaodong Zheng, Ruinian Chen, Siyuan Chen, Ziyang Chen, Yiwen Dong, Yaoyou Fan, Yangyi Fang, Yang Gan, Shiguang Guo, Qi He, Chaowen Hu, Binghui Li, Dailin Li, Xiangyu Li, Yan Li, Chengjian Liu, Xiangfeng Liu, Jiahui Lv, Qiao Ma, Jiang Pan, Cong Qin, Chenxing Sun, Wen Sun, Zhonghui Wang, Abudukelimu Wuerkaixi, Xin Yang, Fangyi Yuan, Yawen Zhu, Tianyi Zhai, Jie Zhang, Runlai Zhang, Yao Xu, Yiran Zhao, Yifan Wang, Xunliang Cai, Yangen Hu, Cao Liu, Lu Pan, Xiaoli Wang, Bo Xiao, Wenyuan Yao, Qianlin Zhou, Benchang Zhu
2025	J	`jnl`	Larger Datasets Can Be Repeated More: A Theoretical Analysis of Multi-Epoch Scaling in Linear Regression. CoRR Tingkai Yan, Haodong Wen, Binghui Li, Kairong Luo, Wenguang Chen, Kaifeng Lyu
2025	J	`jnl`	M2IO-R1: An Efficient RL-Enhanced Reasoning Framework for Multimodal Retrieval Augmented Multimodal Generation. CoRR Zhiyou Xiao, Qinhan Yu, Binghui Li, Geng Chen, Chong Chen, Wentao Zhang
2025	J	`jnl`	MRAMG-Bench: A BeyondText Benchmark for Multimodal Retrieval-Augmented Multimodal Generation. CoRR Qinhan Yu, Zhiyou Xiao, Binghui Li, Zhengren Wang, Chong Chen, Wentao Zhang
2025	A*	`conf`	MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation. SIGIR Qinhan Yu, Zhiyou Xiao, Binghui Li, Zhengren Wang, Chong Chen, Wentao Zhang
2025	A*	`conf`	On the Clean Generalization and Robust Overfitting in Adversarial Training from Two Theoretical Views: Representation Complexity and Training Dynamics. ICML Binghui Li, Yuanzhi Li
2025	—	`conf`	Scene Graph Generation Approach with Integrated Environmental Contextual Information. CACML Yong Sun, Yin Zhu, Yiran Tao, Binghui Li
2025	J	`jnl`	Unveiling the Role of Learning Rate Schedules via Functional Scaling Laws. CoRR Binghui Li, Fengling Chen, Zixun Huang, Lean Wang, Lei Wu
2024	J	`jnl`	Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data. CoRR Binghui Li, Yuanzhi Li
2024	J	`jnl`	Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks. CoRR Binghui Li, Zhixuan Pan, Kaifeng Lyu, Jian Li
2023	J	`jnl`	A digital control strategy for three-phase PWM converter to suppress output voltage ripple under unbalanced input voltages. IEICE Electron. Express Yanzi Zhang, Shuhan Zhou, Binghui Li, Mingzhi He, Gao Liu
2023	—	`conf`	Capacity Enhancement of VLC by Blue-green Wavelength Division Multiplexing Using Optical Phased Array. OFC Yujie Di, Caiming Sun, Shuyan Chen, Weiwei Liu, Yizhan Dai, Binghui Li, Wu Shi, Jing Lin, Yingjie Shao, Jing Xu, Lian-Kuan Chen
2023	—	`conf`	High-resolution Radiation Characterization for an Uniformly Emitted SiNx Nanophotonic Phased Array. OFC Caiming Sun, Binghui Li, Ning Ding, Aidong Zhang
2023	—	`conf`	Novel Blue-green Light Phased Array by Light-sheet-excited One-dimension Strip Grating Array. OFC Weiwei Liu, Binghui Li, Caiming Sun
2023	J	`jnl`	Why Clean Generalization and Robust Overfitting Both Happen in Adversarial Training. CoRR Binghui Li, Yuanzhi Li
2022	J	`jnl`	An Adaptive Rapidly-Exploring Random Tree. IEEE CAA J. Autom. Sinica Binghui Li, Badong Chen
2022	—	`conf`	Liquid Waveguide Cladding for 2D Beam Steering of An Optical Phased Array at a Single Wavelength. OFC Binghui Li, Caiming Sun, Aidong Zhang
2022	J	`jnl`	Reconstruction Task Finds Universal Winning Tickets. CoRR Ruichen Li, Binghui Li, Qi Qian, Liwei Wang
2022	—	`conf`	Theoretical Model and Validation for Broadband Optical Phased Arrays. OECC/PSC Caiming Sun, Binghui Li, Wu Shi, Jing Lin, Ning Ding, Aidong Zhang
2022	A*	`conf`	Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power. NeurIPS Binghui Li, Jikai Jin, Han Zhong, John E. Hopcroft, Liwei Wang
2022	J	`jnl`	Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power. CoRR Binghui Li, Jikai Jin, Han Zhong, John E. Hopcroft, Liwei Wang
2021	J	`jnl`	Boosting Certified 𝓁 CoRR Binghui Li, Shiji Xin, Qizhe Zhang
2021	—	`conf`	Uniform emission of large-scale optical phase arrays with wide wavelength tuning. OFC Hongjie Wang, Caiming Sun, Lesi Yang, Xiaomin Nie, Binghui Li, Aidong Zhang
2020	—	`conf`	A Copula Enhanced Convolution for Uncertainty Aggregation. ISGT Binghui Li, Jie Zhang, Benjamin F. Hobbs
2019	—	`conf`	Analyze the Break-even Cost of Lithium-ion Battery under Time-of-use Pricing Tariffs. ISGT Binghui Li, Jie Zhang, Ali Mehmani, Patricia J. Culligan
2019	—	`conf`	Assessing the Resilience of the Texas Power Grid Network. DSW Dorcas Ofori-Boateng, Asim Kumer Dey, Yulia R. Gel, Binghui Li, Jie Zhang, H. Vincent Poor
2016	J	`jnl`	Modelling to generate alternatives with an energy system optimization model. Environ. Model. Softw. Joseph F. DeCarolis, Samaneh Babaee, Binghui Li, S. Kanungo