A LSTM-Based Method for Comprehension and Evaluation of Network Security Situation. - Shixuan Li; Dongmei Zhao (TrustCom/BigDataSE, 2019)

Exploring repost features of police-generated microblogs through topic and sentiment analysis. - Xiaobo Tang; Shixuan Li; Na Gu; MingLiang Tan (Electron. Libr., 2019)

A Framework for Predicting Network Security Situation Based on the Improved LSTM. - Shixuan Li; Dongmei Zhao; Qingru Li (EAI Endorsed Trans. Collab. Comput., 2020)

Personalized news recommendation based on an improved conditional restricted Boltzmann machine. - Linxia Zhong; Wei Wei; Shixuan Li (Electron. Libr., 2021)

A Deep Learning-Based Approach to Constructing a Domain Sentiment Lexicon: a Case Study in Financial Distress Prediction. - Shixuan Li; Wenxuan Shi; Jiancheng Wang; Heshen Zhou (Inf. Process. Manag., 2021)

Object pest detection method based on lightweight SSD_RA algorithm. - Shixuan Li; Hongxing Peng; Jingqi Yuan (ICNCC, 2022)

A Personalized Federated Tensor Factorization Framework for Distributed IoT Services QoS Prediction From Heterogeneous Data. - Xiaoli Li 016; Shixuan Li; Yuzheng Li; Yuren Zhou; Chuan Chen 001; Zibin Zheng (IEEE Internet Things J., 2022)

A Unified Federated DNNs Framework for Heterogeneous Mobile Devices. - Xiaoli Li 016; Yuzheng Li; Shixuan Li; Yuren Zhou; Chuan Chen 001; Zibin Zheng (IEEE Internet Things J., 2022)

Multi-stage Internet public opinion risk grading analysis of public health emergencies: An empirical study on Microblog in COVID-19. - Jun Liu; Liyi Liu; Yan Tu; Shixuan Li; Zongmin Li (Inf. Process. Manag., 2022)

Early warning of corporate financial crisis based on sentiment analysis and AutoML. - Wei Cheng; Shiyu Chen; Xi Liu; Jiali Kang; Jiahao Duan; Shixuan Li (CACML, 2023)

Incorporating Multiple Textual Factors into Unbalanced Financial Distress Prediction: A Feature Selection Methods and Ensemble Classifiers Combined Approach. - Shixuan Li; Wenxuan Shi (Int. J. Comput. Intell. Syst., 2023)

Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. - Xiongye Xiao; Gengshuo Liu; Gaurav Gupta; Defu Cao; Shixuan Li; Yaxing Li; Tianqing Fang; Mingxi Cheng; Paul Bogdan (ICLR, 2024)

Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective. - Xiongye Xiao; Chenyu Zhou; Heng Ping; Defu Cao; Yaxing Li; Yizhuo Zhou; Shixuan Li; Paul Bogdan (CoRR, 2024)

CogniDot: Vasoactivity-based Cognitive Load Monitoring with a Miniature On-skin Sensor. - Hongbo Lan; Yanrong Li; Shixuan Li; Xin Yi 001; Tengxiang Zhang (CoRR, 2024)

MacBehaviour: An R package for behavioural experimentation on large language models. - Xufeng Duan; Shixuan Li; Zhenguang G. Cai (CoRR, 2024)

Multi-scale Conditional Generative Modeling for Microscopic Image Restoration. - Luzhe Huang; Xiongye Xiao; Shixuan Li; Jiawen Sun; Yi Huang; Aydogan Ozcan; Paul Bogdan (CoRR, 2024)

"Confrontation or Acceptance": Understanding Novice Visual Artists' Perception towards AI-assisted Art Creation. - Shuning Zhang; Shixuan Li (CoRR, 2024)

Multi-scale Generative Modeling for Fast Sampling. - Xiongye Xiao; Shixuan Li; Luzhe Huang; Gengshuo Liu; Trung-Kien Nguyen; Yi Huang; Di Chang; Mykel J. Kochenderfer; Paul Bogdan (CoRR, 2024)

Predictable by publication: discovery of early highly cited academic papers based on their own features. - Xiaobo Tang; Heshen Zhou; Shixuan Li (Libr. Hi Tech, 2024)

Actual Achieved Gain and Optimal Perceived Gain: Modeling Human Take-over Decisions Towards Automated Vehicles' Suggestions. - Shuning Zhang; Xin Yi 001; Shixuan Li; Chuye Hong; Gujun Chen; Jiarui Liu; Xueyang Wang; Yongquan Hu; Yuntao Wang 001; Hewu Li (CHI, 2025)

PrivCAPTCHA: Interactive CAPTCHA to Facilitate Effective Comprehension of APP Privacy Policy. - Shuning Zhang; Xin Yi 001; Shixuan Li; Haobin Xing; Hewu Li (CHI, 2025)

PTES: A Triangle Counting Algorithm with Local Differential Privacy. - Shixuan Li; Zichun Liu; Hongshan Kong; Yuchen Zhang (CSCWD, 2025)

Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models. - Xiongye Xiao; Heng Ping; Chenyu Zhou; Defu Cao; Yaxing Li; Yizhuo Zhou; Shixuan Li; Nikos Kanakaris; Paul Bogdan (ICLR, 2025)

Carbon emissions prediction based on ensemble models: An empirical analysis from China. - Song Hu; Shixuan Li; Lin Gong; Dan Liu; Zhe Wang; Gangyan Xu (Environ. Model. Softw., 2025)

Lora for dense passage retrieval of ConTextual masked auto-encoding. - Liuhong Zhang; Shixuan Li; Hongxing Peng (Signal Image Video Process., 2025)

End-to-End Learning Framework for Solving Non-Markovian Optimal Control. - Xiaole Zhang; Peiyu Zhang 002; Xiongye Xiao; Shixuan Li; Vasileios Tzoumas; Vijay Gupta; Paul Bogdan (CoRR, 2025)

ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models. - Shixuan Li; Wei Yang; Peiyu Zhang 002; Xiongye Xiao; Defu Cao; Yuehan Qin; Xiaole Zhang; Yue Zhao 016; Paul Bogdan (CoRR, 2025)

The Real Her? Exploring Whether Young Adults Accept Human-AI Love. - Shuning Zhang; Shixuan Li (CoRR, 2025)

MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation. - Anzhe Cheng; Chenzhong Yin; Yu Chang; Heng Ping; Shixuan Li; Shahin Nazarian; Paul Bogdan (CoRR, 2025)

HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL. - Heng Ping; Shixuan Li; Peiyu Zhang 002; Anzhe Cheng; Shukai Duan 002; Nikos Kanakaris; Xiongye Xiao; Wei Yang; Shahin Nazarian; Andrei Irimia; Paul Bogdan (CoRR, 2025)

Defect monitoring of high-power laser-arc hybrid welding process based on an improved channel attention convolutional neural network. - Yue Qiu; Ping Jiang 005; Leshi Shu; Minjie Song; Deyuan Ma; Xiuhui Yan; Shixuan Li (J. Intell. Manuf., 2025)

H2GFM: Towards unifying Homogeneity and Heterogeneity on Text-Attributed Graphs. - Trung-Kien Nguyen; Heng Ping; Shixuan Li; Peiyu Zhang; Nikos Kanakaris; Nicholas A. Kotov; Paul Bogdan (CoRR, 2025)

The Manipulative Power of Voice Characteristics: Investigating Deceptive Patterns in Mandarin Chinese Female Synthetic Speech. - Shuning Zhang; Han Chen; Yabo Wang; Yiqun Xu; Jiaqi Bai; Yuanyuan Wu; Shixuan Li; Xin Yi; Chunhui Wang; Hewu Li (CoRR, 2025)

Understanding Users' Privacy Perceptions Towards LLM's RAG-based Memory. - Shuning Zhang; Rongjun Ma; Ying Ma; Shixuan Li; Yiqun Xu; Xin Yi; Hewu Li (CoRR, 2025)

The Manipulative Power of Voice Characteristics: Investigating Deceptive Patterns in Mandarin Chinese Female Synthetic Speech. - Shuning Zhang; Han Chen; Yabo Wang; Yiqun Xu; Jiaqi Bai; Yuanyuan Wu; Shixuan Li; Xin Yi 001; Chunhui Wang; Hewu Li (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)