A Concave Hull Methodology for Calculating the Crown Volume of Individual Trees Based on Vehicle-Borne LiDAR Data. - Zhaojin Yan; Rufei Liu; Liang Cheng; Xiao Zhou; Xiaoguang Ruan; Yijia Xiao (Remote. Sens., 2019)

Oil Flow Analysis in the Maritime Silk Road Region Using AIS Data. - Yijia Xiao; Yanming Chen 001; Xiaoqiang Liu; Zhaojin Yan; Liang Cheng 003; Manchun Li (ISPRS Int. J. Geo Inf., 2020)

A Deep Learning Inference Scheme Based on Pipelined Matrix Multiplication Acceleration Design and Non-uniform Quantization. - Yuyang Zhang; Dik Hin Leung; Min Guo; Yijia Xiao; Haoyue Liu; Yunfei Li; Jiyuan Zhang; Guan Wang; Zhen Chen (CCIS, 2021)

An Enhanced Expression Recognition Based on Sparse Representation Using Data Normalization. - Xiaofang Jin; Yijia Xiao (CSII, 2021)

Modeling Protein Using Large-scale Pretrain Language Model. - Yijia Xiao; Jiezhong Qiu; Ziang Li; Chang-Yu Hsieh; Jie Tang 001 (CoRR, 2021)

SPLDExtraTrees: Robust machine learning approach for predicting kinase inhibitor resistance. - Ziyi Yang; Zhaofeng Ye; Yijia Xiao; Chang-Yu Hsieh (CoRR, 2021)

Three-Dimensional Urban Land Cover Classification by Prior-Level Fusion of LiDAR Point Cloud and Optical Imagery. - Yanming Chen 001; Xiaoqiang Liu; Yijia Xiao; Qiqi Zhao; Sida Wan (Remote. Sens., 2021)

SPLDExtraTrees: robust machine learning approach for predicting kinase inhibitor resistance. - Zi-Yi Yang; Zhaofeng Ye; Yijia Xiao; Chang-Yu Hsieh; Sheng-Yu Zhang (Briefings Bioinform., 2022)

Automatic Generation of Multiple-Choice Questions for CS0 and CS1 Curricula Using Large Language Models. - Tian Song; Qinqin Tian; Yijia Xiao; Shuting Liu (ICCSE (1), 2023)

Benchmarking Foundation Models with Language-Model-as-an-Examiner. - Yushi Bai; Jiahao Ying; Yixin Cao 002; Xin Lv; Yuze He; Xiaozhi Wang; Jifan Yu; Kaisheng Zeng; Yijia Xiao; Haozhe Lyu; Jiayin Zhang; Juanzi Li; et al. (NeurIPS, 2023)

Large Language Models Can Be Good Privacy Protection Learners. - Yijia Xiao; Yiqiao Jin; Yushi Bai; Yue Wu; Xianjun Yang; Xiao Luo 001; Wenchao Yu; Xujiang Zhao; Yanchi Liu; Haifeng Chen; Wei Wang 010; Wei Cheng 002 (CoRR, 2023)

Know2BIO: A Comprehensive Dual-View Benchmark for Evolving Biomedical Knowledge Graphs. - Yijia Xiao; Dylan Steinecke; Alexander Russell Pelletier; Yushi Bai; Peipei Ping; Wei Wang 010 (CoRR, 2023)

PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact Maps. - Rakesh Bal; Yijia Xiao; Wei Wang 010 (CoRR, 2023)

AgentReview: Exploring Peer Review Dynamics with LLM Agents. - Yiqiao Jin; Qinlin Zhao; Yiyang Wang; Hao Chen 102; Kaijie Zhu; Yijia Xiao; Jindong Wang 001 (EMNLP, 2024)

Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research. - Tianyu Liu 001; Yijia Xiao; Xiao Luo 001; Hua Xu 001; Wenjin Jim Zheng; Hongyu Zhao 003 (EMNLP (Findings), 2024)

Large Language Models Can Be Contextual Privacy Protection Learners. - Yijia Xiao; Yiqiao Jin; Yushi Bai; Yue Wu; Xianjun Yang; Xiao Luo 001; Wenchao Yu; Xujiang Zhao; Yanchi Liu; Quanquan Gu; Haifeng Chen; Wei Wang 010; et al. (EMNLP, 2024)

Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas. - Chengyuan Deng; Yiqun Duan; Xin Jin; Heng Chang; Yijun Tian 001; Han Liu; Henry Peng Zou; Yiqiao Jin; Yijia Xiao; Yichen Wang; Shenghao Wu; Zongxing Xie; et al. (CoRR, 2024)

LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts. - Yijia Xiao; Edward Sun; Tianyu Liu; Wei Wang (CoRR, 2024)

ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding. - Yijia Xiao; Edward Sun; Yiqiao Jin; Qifan Wang 001; Wei Wang (CoRR, 2024)

Scito2M: A 2 Million, 30-Year Cross-disciplinary Dataset for Temporal Scientometric Analysis. - Yiqiao Jin; Yijia Xiao; Yiyang Wang; Jindong Wang 001 (CoRR, 2024)

RNA-GPT: Multimodal Generative System for RNA Sequence Understanding. - Yijia Xiao; Edward Sun; Yiqiao Jin; Wei Wang (CoRR, 2024)

TradingAgents: Multi-Agents LLM Financial Trading Framework. - Yijia Xiao; Edward Sun; Di Luo; Wei Wang (CoRR, 2024)

ROSE: Relational and Prototypical Structure Learning for Universal Domain Adaptive Hashing. - Xinlong Yang; Haixin Wang 003; Jinan Sun; Yijia Xiao; Wei Xiang; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (IEEE Trans. Inf. Forensics Secur., 2024)

A High-Quality Generation Approach for Educational Programming Projects Using LLM. - Tian Song; Hang Zhang; Yijia Xiao (IEEE Trans. Learn. Technol., 2024)

Spatial and Temporal Variations in Offshore Crude Oil Transportation: Insights From China's Coastal Ports. - Yanming Chen 001; Xinyu Cai; Yijia Xiao; Keyan Hu; Changgui Yin; Zhaojin Yan (Trans. GIS, 2024)

DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval. - Fan Zhang 111; Changhu Wang; Zebang Cheng; Xiaojiang Peng; Dongjie Wang; Yijia Xiao; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (AAAI, 2025)

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction. - Mingyu Derek Ma; Xiaoxuan Wang; Yijia Xiao; Anthony Cuturrufo; Vijay S. Nori; Eran Halperin; Wei Wang 010 (AAAI, 2025)

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories. - Yijia Xiao; Runhui Wang; Luyang Kong; Davor Golac; Wei Wang (NAACL (Long Papers), 2025)

Learning Resistant Binary Descriptors Against Noise for Efficient Image Retrieval. - Qingqing Long; Haixin Wang 003; Jinan Sun; Wei Xiang; Yijia Xiao; Yusheng Zhao; Xiao Luo 001 (SIGIR, 2025)

Protein Large Language Models: A Comprehensive Survey. - Yijia Xiao; Wanjia Zhao; Junkai Zhang; Yiqiao Jin; Han Zhang; Zhicheng Ren; Renliang Sun; Haixin Wang 003; Guancheng Wan; Pan Lu; Xiao Luo 001; Yu Zhang 044; et al. (CoRR, 2025)

Advancing AI-Scientist Understanding: Making LLM Think Like a Physicist with Interpretable Reasoning. - Yinggan Xu; Hana Kimlee; Yijia Xiao; Di Luo (CoRR, 2025)

Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents. - Yuhan Guo; Cong Guo; Aiwen Sun; Hongliang He; Xinyu Yang; Yue Lu; Yingji Zhang; Xuntao Guo; Dong Zhang; Jianzhuang Liu; Jiang Duan; Yijia Xiao; et al. (CoRR, 2025)