Yijia Xiao

45 papers A* 6Journal 33Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advancing AI-Scientist Understanding: Making LLM Think Like a Physicist with Interpretable Reasoning.
CoRR
Yinggan Xu, Hana Kimlee, Yijia Xiao, Di Luo
2025 J jnl
BioVerge: A Comprehensive Benchmark and Study of Self-Evaluating Agents for Biomedical Hypothesis Generation.
CoRR
Fuyi Yang, Chenchen Ye, Mingyu Derek Ma, Yijia Xiao, Matthew Yang, Wei Wang
2025 — conf
CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories.
NAACL (Long Papers)
Yijia Xiao, Runhui Wang, Luyang Kong, Davor Golac, Wei Wang
2025 J jnl
CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories.
CoRR
Yijia Xiao, Runhui Wang, Luyang Kong, Davor Golac, Wei Wang
2025 A* conf
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval.
AAAI
Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo
2025 J jnl
Deconstructing the ethics of large language models from long-standing issues to new-emerging dilemmas: a survey.
AI Ethics
Chengyuan Deng, Yiqun Duan, Xin Jin, Heng Chang, Yijun Tian, Han Liu, Yichen Wang, Kuofeng Gao, Henry Peng Zou, Yiqiao Jin, Yijia Xiao, Shenghao Wu, Zongxing Xie, Weimin Lyu, Sihong He, Lu Cheng, Haohan Wang, Jun Zhuang
2025 A* conf
Learning Resistant Binary Descriptors Against Noise for Efficient Image Retrieval.
SIGIR
Qingqing Long, Haixin Wang, Jinan Sun, Wei Xiang, Yijia Xiao, Yusheng Zhao, Xiao Luo
2025 A* conf
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction.
AAAI
Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S. Nori, Eran Halperin, Wei Wang
2025 J jnl
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction.
CoRR
Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S. Nori, Eran Halperin, Wei Wang
2025 J jnl
Multiplayer Nash Preference Optimization.
CoRR
Fang Wu, Xu Huang, Weihao Xuan, Zhiwei Zhang, Yijia Xiao, Guancheng Wan, Xiaomin Li, Bing Hu, Peng Xia, Jure Leskovec, Yejin Choi
2025 J jnl
PRISM-Physics: Causal DAG-Based Process Evaluation for Physics Reasoning.
CoRR
Wanjia Zhao, Qinwei Ma, Jingzhe Shi, Shirley Wu, Jiaqi Han, Yijia Xiao, Si-Yuan Chen, Xiao Luo, Ludwig Schmidt, James Zou
2025 J jnl
Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards.
CoRR
Aaron Tu, Weihao Xuan, Heli Qi, Xu Huang, Qingcheng Zeng, Shayan Talaei, Yijia Xiao, Peng Xia, Xiangru Tang, Yuchen Zhuang, Bing Hu, Hanqun Cao, Wenqi Shi, Tianang Leng, Rui Yang, Yingjian Chen, Ziqi Wang, Irene Li, Nan Liu, Huaxiu Yao, Li Erran Li, Ge Liu, Amin Saberi, Naoto Yokoya, Jure Leskovec, Yejin Choi, Fang Wu
2025 — conf
Protein Large Language Models: A Comprehensive Survey.
EMNLP (Findings)
Yijia Xiao, Wanjia Zhao, Junkai Zhang, Yiqiao Jin, Han Zhang, Zhicheng Ren, Renliang Sun, Haixin Wang, Guancheng Wan, Pan Lu, Xiao Luo, Yu Zhang, James Zou, Yizhou Sun, Wei Wang
2025 J jnl
Protein Large Language Models: A Comprehensive Survey.
CoRR
Yijia Xiao, Wanjia Zhao, Junkai Zhang, Yiqiao Jin, Han Zhang, Zhicheng Ren, Renliang Sun, Haixin Wang, Guancheng Wan, Pan Lu, Xiao Luo, Yu Zhang, James Zou, Yizhou Sun, Wei Wang
2025 J jnl
Trading-R1: Financial Trading with LLM Reasoning via Reinforcement Learning.
CoRR
Yijia Xiao, Edward Sun, Tong Chen, Fang Wu, Di Luo, Wei Wang
2025 J jnl
Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents.
CoRR
Yuhan Guo, Cong Guo, Aiwen Sun, Hongliang He, Xinyu Yang, Yue Lu, Yingji Zhang, Xuntao Guo, Dong Zhang, Jianzhuang Liu, Jiang Duan, Yijia Xiao, Liangjian Wen, Hai-Ming Xu, Yong Dai
2024 J jnl
A High-Quality Generation Approach for Educational Programming Projects Using LLM.
IEEE Trans. Learn. Technol.
Tian Song, Hang Zhang, Yijia Xiao
2024 A* conf
AgentReview: Exploring Peer Review Dynamics with LLM Agents.
EMNLP
Yiqiao Jin, Qinlin Zhao, Yiyang Wang, Hao Chen, Kaijie Zhu, Yijia Xiao, Jindong Wang
2024 J jnl
AgentReview: Exploring Peer Review Dynamics with LLM Agents.
CoRR
Yiqiao Jin, Qinlin Zhao, Yiyang Wang, Hao Chen, Kaijie Zhu, Yijia Xiao, Jindong Wang
2024 J jnl
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas.
CoRR
Chengyuan Deng, Yiqun Duan, Xin Jin, Heng Chang, Yijun Tian, Han Liu, Henry Peng Zou, Yiqiao Jin, Yijia Xiao, Yichen Wang, Shenghao Wu, Zongxing Xie, Kuofeng Gao, Sihong He, Jun Zhuang, Lu Cheng, Haohan Wang
2024 — conf
Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research.
EMNLP (Findings)
Tianyu Liu, Yijia Xiao, Xiao Luo, Hua Xu, Wenjin Jim Zheng, Hongyu Zhao
2024 J jnl
Geneverse: A collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research.
CoRR
Tianyu Liu, Yijia Xiao, Xiao Luo, Hua Xu, W. Jim Zheng, Hongyu Zhao
2024 A* conf
Large Language Models Can Be Contextual Privacy Protection Learners.
EMNLP
Yijia Xiao, Yiqiao Jin, Yushi Bai, Yue Wu, Xianjun Yang, Xiao Luo, Wenchao Yu, Xujiang Zhao, Yanchi Liu, Quanquan Gu, Haifeng Chen, Wei Wang, Wei Cheng
2024 J jnl
LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts.
CoRR
Yijia Xiao, Edward Sun, Tianyu Liu, Wei Wang
2024 J jnl
ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding.
CoRR
Yijia Xiao, Edward Sun, Yiqiao Jin, Qifan Wang, Wei Wang
2024 J jnl
RNA-GPT: Multimodal Generative System for RNA Sequence Understanding.
CoRR
Yijia Xiao, Edward Sun, Yiqiao Jin, Wei Wang
2024 J jnl
ROSE: Relational and Prototypical Structure Learning for Universal Domain Adaptive Hashing.
IEEE Trans. Inf. Forensics Secur.
Xinlong Yang, Haixin Wang, Jinan Sun, Yijia Xiao, Wei Xiang, Chong Chen, Xian-Sheng Hua, Xiao Luo
2024 J jnl
Scito2M: A 2 Million, 30-Year Cross-disciplinary Dataset for Temporal Scientometric Analysis.
CoRR
Yiqiao Jin, Yijia Xiao, Yiyang Wang, Jindong Wang
2024 J jnl
Spatial and Temporal Variations in Offshore Crude Oil Transportation: Insights From China's Coastal Ports.
Trans. GIS
Yanming Chen, Xinyu Cai, Yijia Xiao, Keyan Hu, Changgui Yin, Zhaojin Yan
2024 J jnl
TradingAgents: Multi-Agents LLM Financial Trading Framework.
CoRR
Yijia Xiao, Edward Sun, Di Luo, Wei Wang
2023 — conf
Automatic Generation of Multiple-Choice Questions for CS0 and CS1 Curricula Using Large Language Models.
ICCSE (1)
Tian Song, Qinqin Tian, Yijia Xiao, Shuting Liu
2023 A* conf
Benchmarking Foundation Models with Language-Model-as-an-Examiner.
NeurIPS
Yushi Bai, Jiahao Ying, Yixin Cao, Xin Lv, Yuze He, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Yijia Xiao, Haozhe Lyu, Jiayin Zhang, Juanzi Li, Lei Hou
2023 J jnl
Benchmarking Foundation Models with Language-Model-as-an-Examiner.
CoRR
Yushi Bai, Jiahao Ying, Yixin Cao, Xin Lv, Yuze He, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Yijia Xiao, Haozhe Lyu, Jiayin Zhang, Juanzi Li, Lei Hou
2023 J jnl
Know2BIO: A Comprehensive Dual-View Benchmark for Evolving Biomedical Knowledge Graphs.
CoRR
Yijia Xiao, Dylan Steinecke, Alexander Russell Pelletier, Yushi Bai, Peipei Ping, Wei Wang
2023 J jnl
Large Language Models Can Be Good Privacy Protection Learners.
CoRR
Yijia Xiao, Yiqiao Jin, Yushi Bai, Yue Wu, Xianjun Yang, Xiao Luo, Wenchao Yu, Xujiang Zhao, Yanchi Liu, Haifeng Chen, Wei Wang, Wei Cheng
2023 J jnl
PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact Maps.
CoRR
Rakesh Bal, Yijia Xiao, Wei Wang
2022 J jnl
SPLDExtraTrees: robust machine learning approach for predicting kinase inhibitor resistance.
Briefings Bioinform.
Ziyi Yang, Zhaofeng Ye, Yijia Xiao, Chang-Yu Hsieh, Sheng-Yu Zhang
2021 — conf
A Deep Learning Inference Scheme Based on Pipelined Matrix Multiplication Acceleration Design and Non-uniform Quantization.
CCIS
Yuyang Zhang, Dik Hin Leung, Min Guo, Yijia Xiao, Haoyue Liu, Yunfei Li, Jiyuan Zhang, Guan Wang, Zhen Chen
2021 J jnl
A Deep Learning Inference Scheme Based on Pipelined Matrix Multiplication Acceleration Design and Non-uniform Quantization.
CoRR
Yuyang Zhang, Dik Hin Leung, Min Guo, Yijia Xiao, Haoyue Liu, Yunfei Li, Jiyuan Zhang, Guan Wang, Zhen Chen
2021 — conf
An Enhanced Expression Recognition Based on Sparse Representation Using Data Normalization.
CSII
Xiaofang Jin, Yijia Xiao
2021 J jnl
Modeling Protein Using Large-scale Pretrain Language Model.
CoRR
Yijia Xiao, Jiezhong Qiu, Ziang Li, Chang-Yu Hsieh, Jie Tang
2021 J jnl
SPLDExtraTrees: Robust machine learning approach for predicting kinase inhibitor resistance.
CoRR
Ziyi Yang, Zhaofeng Ye, Yijia Xiao, Chang-Yu Hsieh
2021 J jnl
Three-Dimensional Urban Land Cover Classification by Prior-Level Fusion of LiDAR Point Cloud and Optical Imagery.
Remote. Sens.
Yanming Chen, Xiaoqiang Liu, Yijia Xiao, Qiqi Zhao, Sida Wan
2020 J jnl
Oil Flow Analysis in the Maritime Silk Road Region Using AIS Data.
ISPRS Int. J. Geo Inf.
Yijia Xiao, Yanming Chen, Xiaoqiang Liu, Zhaojin Yan, Liang Cheng, Manchun Li
2019 J jnl
A Concave Hull Methodology for Calculating the Crown Volume of Individual Trees Based on Vehicle-Borne LiDAR Data.
Remote. Sens.
Zhaojin Yan, RuFei Liu, Liang Cheng, Xiao Zhou, Xiaoguang Ruan, Yijia Xiao