Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective. - Zhou, Yue; Eugenio, Barbara Di; Cheng, Lu (2025)

Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability. - Shu, Dong; Zhao, Haiyan; Hu, Jingyu; Liu, Weiru; Cheng, Lu; Du, Mengnan (CoRR, 2025)

A new banded Petrov-Galerkin spectral method. - Qin, Ouyuan; Cheng, Lu; Xu, Kuan (CoRR, 2025)

COPU: Conformal Prediction for Uncertainty Quantification in Natural Language Generation. - Wang, Sean; Jiang, Yicheng; Tang, Yuxin; Cheng, Lu; Chen, Hanjie (CoRR, 2025)

Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology. - Da, Longchao; Liu, Xiaoou; Dai, Jiaxin; Cheng, Lu; Wang, Yaqing; Wei, Hua (CoRR, 2025)

DBR: Divergence-Based Regularization for Debiasing Natural Language Understanding Models. - Li, Zihao; Tang, Ruixiang; Cheng, Lu; Wang, Shuaiqiang; Yin, Dawei; Du, Mengnan (CoRR, 2025)

How peer feedback with regulation scripts contributes to the development of critical thinking in dialogues: strengthening cognitive and affective feedback content. - Shao, Jingjing; Cheng, Lu; Wang, Yansu; Li, Keru; Li, Yanyan (Interact. Learn. Environ., 2024)

Demystifying Algorithmic Fairness in an Uncertain World. - Cheng, Lu (2024)

Assessing Empathy in Large Language Models with Real-World Physician-Patient Interactions. - Luo, Man; Warren, Christopher J.; Cheng, Lu; Abdul-Muhsin, Haidar M.; Banerjee, Imon (2024)

API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access. - Su, Jiayuan; Luo, Jing; Wang, Hongwei; Cheng, Lu (2024)

ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees. - Wang, Zhiyuan; Duan, Jinhao; Cheng, Lu; Zhang, Yue; Wang, Qingni; Shi, Xiaoshuang; Xu, Kaidi; Shen, Heng Tao; Zhu, Xiaofeng (2024)

Conformalized Time Series with Semantic Features. - Chen, Baiting; Ren, Zhimei; Cheng, Lu (2024)

NanoBaseLib: A Multi-Task Benchmark Dataset for Nanopore Sequencing. - Cheng, Guangzhao; Fu, Chengbo; Cheng, Lu (2024)

API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access. - Su, Jiayuan; Luo, Jing; Wang, Hongwei; Cheng, Lu (CoRR, 2024)

Understanding the ultraspherical spectral method. - Cheng, Lu; Xu, Kuan (CoRR, 2024)

Assessing Empathy in Large Language Models with Real-World Physician-Patient Interactions. - Luo, Man; Warren, Christopher J.; Cheng, Lu; Abdul-Muhsin, Haidar M.; Banerjee, Imon (CoRR, 2024)

ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees. - Wang, Zhiyuan; Duan, Jinhao; Cheng, Lu; Zhang, Yue; Wang, Qingni; Shen, Hengtao; Zhu, Xiaofeng; Shi, Xiaoshuang; Xu, Kaidi (CoRR, 2024)

LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation. - Da, Longchao; Chen, Tiejin; Cheng, Lu; Wei, Hua (CoRR, 2024)

Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs. - Dong, Jiancheng; Jiang, Lei; Jin, Wei; Cheng, Lu (CoRR, 2024)

Conformal Prediction: A Data Perspective. - Zhou, Xiaofan; Chen, Baiting; Gui, Yu; Cheng, Lu (CoRR, 2024)

Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective. - Ni, Bo; Wang, Yu; Cheng, Lu; Blasch, Erik; Derr, Tyler (CoRR, 2024)

Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML. - Ganesh, Prakhar; Gohar, Usman; Cheng, Lu; Farnadi, Golnoosh (CoRR, 2024)

Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective. - Zhou, Yue; Eugenio, Barbara Di; Cheng, Lu (CoRR, 2024)

Tracking and predicting technological knowledge interactions between artificial intelligence and wind power: Multimethod patent analysis. - Wang, Jinfeng; Cheng, Lu; Feng, Lijie; Lin, Kuo-Yi; Zhang, Luyao; Zhao, Weiyu (Adv. Eng. Informatics, 2023)

Solving Time-Dependent PDEs with the Ultraspherical Spectral Method. - Cheng, Lu; Xu, Kuan (J. Sci. Comput., 2023)

A Multi-Stream Attention-Aware Convolutional Neural Network: Monitoring of Sand and Dust Storms from Ordinary Urban Surveillance Cameras. - Wang, Xing; Yang, Zhengwei; Feng, Huihui; Zhao, Jiuwei; Shi, Shuaiyi; Cheng, Lu (Remote. Sens., 2023)

The role of inter- and intra-organisational networks in innovation: towards requisite variety. - Zhang, Na; Cheng, Lu; Sun, Chao; Callaert, Julie; Looy, Bart Van (Scientometrics, 2023)

Invulnerability in innovation networks: the importance of technology cluster coupling and network centralization. - Li, Li; Lin, Haifen; Lyu, Yibo; Cheng, Lu (Technol. Anal. Strateg. Manag., 2023)

Solving time-dependent PDEs with the ultraspherical spectral method. - Cheng, Lu; Xu, Kuan (CoRR, 2023)

A Simple, interpretable method to identify surprising topic shifts in scientific fields. - Cheng, Lu; Foster, Jacob G.; Lee, Harlin (Frontiers Res. Metrics Anal., 2022)

Joint Content-Context Analysis of Scientific Publications: Identifying Opportunities for Collaboration in Cognitive Science. - Cheng, Lu; Lee, Harlin; Ganesan, Girish; He, William L.; Silverston, Daniel; Foster, Jacob G. (2022)

Two-Stage Image Dehazing with Depth Information and Cross-Scale Non-Local Attention. - Cheng, Lu; Zhao, Li (2021)

Changes in the effect of concept map-based autonomous learning under different levels of self-regulation. - Cheng, Lu; Chen, Fan; Niu, Jiayu; Xu, Xueying; Ma, Ning (2020)

Low-Dose CT Image Restoration Based on Adaptive Prior Feature Matching and Nonlocal Means. - Cheng, Lu; Zhang, Yuan-Ke; Song, Yun; Li, Chen; Guo, Dao-Shun (Int. J. Image Graph., 2019)

Channel Max Pooling for Image Classification. - Cheng, Lu; Chang, Dongliang; Xie, Jiyang; Ma, Rongliang; Wu, Chunsheng; Ma, Zhanyu (2019)

Distinguishing Property for Full Round KECCAK-f Permutation. - Li, Maolin; Cheng, Lu (2017)

Multidimensional Zero-Correlation Linear Cryptanalysis on PRINCE. - Cheng, Lu; Pan, Xiaozhong; Wei, Yuechuan; Lv, Liqun (2017)

New Related-Key Impossible Differential Attack on MIBS-80. - Cheng, Lu; Xu, Peng; Wei, Yuechuan (2016)

IQdb: an intelligence quotient score-associated gene resource for human intelligence. - Kong, Lei; Cheng, Lu; Fan, Liya; Zhao, Min; Qu, Hong (Database J. Biol. Databases Curation, 2013)

Concentric layout, a new scientific data layout for matrix data-set in Hadoop file system. - Wang, Jun; Cheng, Lu; Wang, Lizhe (Int. J. Parallel Emergent Distributed Syst., 2013)

Three nonlinear parameters to assess autonomic nervous system function of type 2 diabetes mellitus patients with a postural change from supineness to standing. - Cheng, Lu; Xia, Li; Haiying, Quan (2012)

Concentric Layout, a New Scientific Data Distribution Scheme in Hadoop File System. - Cheng, Lu; Shang, Pengju; Sehrish, Saba; Mackey, Grant; Wang, Jun (2010)

Bilevel newsvendor models considering retailer with CVaR objective. - Cheng, Lu; Wan, Zhongping; Wang, Guangmin (Comput. Ind. Eng., 2009)

An Energy Efficient Weight-Clustering Algorithm in Wireless Sensor Networks. - Cheng, Lu; Qian, Depei; Wu, Weiguo (2008)