Renjun Xu

40 papers A* 6A 2B 2Journal 28Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward.
CoRR
Renjun Xu, Yang Yan
2026 J jnl
CARE: An Explainable Computational Framework for Assessing Client-Perceived Therapeutic Alliance Using Large Language Models.
CoRR
Anqi Li, Chenxiao Wang, Yu Lu, Renjun Xu, Lizhi Ma, Zhenzhong Lan
2025 J jnl
A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications.
CoRR
Renjun Xu, Jingwen Peng
2025 J jnl
Breaking the Box: Enhancing Remote Sensing Image Segmentation with Freehand Sketches.
CoRR
Ying Zang, Yuncan Gao, Jiangi Zhang, Yuangi Hu, Runlong Cao, Lanyun Zhu, Qi Zhu, Deyi Ji, Renjun Xu, Tianrun Chen
2025 B conf
Cognitive Distillation with Parameter-Efficient LLMs: Chain-of-Thought Calibration for Personality Prediction.
CogSci
Yang Yan, Lizhi Ma, Yu Lu, Renjun Xu, Zhenzhong Lan
2025 B conf
Cognitive Representation in Large Language Models: Formalizing Psychological Constructs for Automated Questionnaire Generation.
CogSci
Yang Yan, Lizhi Ma, Yu Lu, Renjun Xu, Zhenzhong Lan
2025 J jnl
ConceptPsy: A comprehensive benchmark suite for hierarchical psychological concept understanding in LLMs.
Neurocomputing
Junlei Zhang, Hongliang He, Lizhi Ma, Nirui Song, Shuyuan He, Shuai Zhang, Huachuan Qiu, Zhanchao Zhou, Anqi Li, Yong Dai, Renjun Xu, Zhenzhong Lan
2025 A* conf
Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic.
EMNLP
Yang Yan, Yu Lu, Renjun Xu, Zhenzhong Lan
2025 J jnl
Do PhD-level LLMs Truly Grasp Elementary Addition? Probing Rule Learning vs. Memorization in Large Language Models.
CoRR
Yang Yan, Yu Lu, Renjun Xu, Zhenzhong Lan
2025 — conf
NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models.
ACL (Findings)
Xiang Hu, Hongyu Fu, Jinge Wang, Yifeng Wang, Zhikun Li, Renjun Xu, Yu Lu, Yaochu Jin, Lili Pan, Zhenzhong Lan
2025 J jnl
Scaling Laws of Scientific Discovery with AI and Robot Scientists.
CoRR
Pengsong Zhang, Heng Zhang, Huazhe Xu, Renjun Xu, Zhenting Wang, Cong Wang, Animesh Garg, Zhibin Li, Arash Ajoudani, Xinyu Liu
2025 J jnl
Scientific Large Language Models: A Survey on Biological & Chemical Domains.
ACM Comput. Surv.
Qiang Zhang, Keyan Ding, Tianwen Lv, Xinda Wang, Qingyu Yin, Yiwen Zhang, Jing Yu, Yuhao Wang, Xiaotong Li, Zhuoyi Xiang, Xiang Zhuang, Zeyuan Wang, Ming Qin, Mengyao Zhang, Jinlu Zhang, Jiyu Cui, Renjun Xu, Hongyang Chen, Xiaohui Fan, Huabin Xing, Huajun Chen
2025 J jnl
Syllables to Scenes: Literary-Guided Free-Viewpoint 3D Scene Synthesis from Japanese Haiku.
CoRR
Chunan Yu, Yidong Han, Chaotao Ding, Ying Zang, Lanyun Zhu, Xinhao Chen, Zejian Li, Renjun Xu, Tianrun Chen
2024 — conf
Language-agnostic Zero-shot Entity Linking via Entity Prototype Network.
ICKG
Haihong Yang, Ming Qin, Qiang Zhang, Renjun Xu
2024 J jnl
MetaRuleGPT: Recursive Numerical Reasoning of Language Models Trained with Simple Rules.
CoRR
Kejie Chen, Lin Wang, Qinghai Zhang, Renjun Xu
2024 J jnl
Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas.
CoRR
Xiang Hu, Hongyu Fu, Jinge Wang, Yifeng Wang, Zhikun Li, Renjun Xu, Yu Lu, Yaochu Jin, Lili Pan, Zhenzhong Lan
2024 J jnl
Offline prompt polishing for low quality instructions.
Neurocomputing
Jia Yu, Zhanchao Zhou, Long Li, Ling Li, Yuming Yan, Renjun Xu, Zhenzhong Lan
2024 J jnl
Personalized Federated Learning With Adaptive Batchnorm for Healthcare.
IEEE Trans. Big Data
Wang Lu, Jindong Wang, Yiqiang Chen, Xin Qin, Renjun Xu, Dimitrios Dimitriadis, Tao Qin
2024 J jnl
Scientific Large Language Models: A Survey on Biological & Chemical Domains.
CoRR
Qiang Zhang, Keyan Ding, Tianwen Lyv, Xinda Wang, Qingyu Yin, Yiwen Zhang, Jing Yu, Yuhao Wang, Xiaotong Li, Zhuoyi Xiang, Xiang Zhuang, Zeyuan Wang, Ming Qin, Mengyao Zhang, Jinlu Zhang, Jiyu Cui, Renjun Xu, Hongyang Chen, Xiaohui Fan, Huabin Xing, Huajun Chen
2024 J jnl
UBER: Uncertainty-Based Evolution with Large Language Models for Automatic Heuristic Design.
CoRR
Zijie Chen, Zhanchao Zhou, Yu Lu, Renjun Xu, Lili Pan, Zhenzhong Lan
2024 J jnl
Unveiling the Impact of Multi-Modal Interactions on User Engagement: A Comprehensive Evaluation in AI-driven Conversations.
CoRR
Lichao Zhang, Jia Yu, Shuai Zhang, Long Li, Yangyang Zhong, Guanbao Liang, Yuming Yan, Qing Ma, Fangsheng Weng, Fayu Pan, Jing Li, Renjun Xu, Zhenzhong Lan
2023 A conf
E(2)-Equivariant Vision Transformer.
UAI
Renjun Xu, Kaifan Yang, Ke Liu, Fengxiang He
2023 J jnl
E(2)-Equivariant Vision Transformer.
CoRR
Renjun Xu, Kaifan Yang, Ke Liu, Fengxiang He
2023 A* conf
Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling.
KDD
Bei Yang, Jie Gu, Ke Liu, Xiaoxiao Xu, Renjun Xu, Qinghui Sun, Hong Liu
2023 J jnl
S2SNet: A Pretrained Neural Network for Superconductivity Discovery.
CoRR
Ke Liu, Kaifan Yang, Jiahong Zhang, Renjun Xu
2022 J jnl
Exploiting Adapters for Cross-Lingual Low-Resource Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki
2022 J jnl
Hierarchical knowledge amalgamation with dual discriminative feature alignment.
Inf. Sci.
Renjun Xu, Shuoying Liang, Lanyu Wen, Zhitong Guo, Xinyue Huang, Mingli Song, Jindong Wang, Xiaoxiao Xu, Huajun Chen
2022 A* conf
Learning Interest-oriented Universal User Representation via Self-supervision.
ACM Multimedia
Qinghui Sun, Jie Gu, Xiaoxiao Xu, Renjun Xu, Ke Liu, Bei Yang, Hong Liu, Huan Xu
2022 J jnl
Modeling Dynamic Missingness of Implicit Feedback for Sequential Recommendation.
IEEE Trans. Knowl. Data Eng.
Xiaolin Zheng, Menghan Wang, Renjun Xu, Jianmeng Li, Yan Wang
2022 A* conf
S2SNet: A Pretrained Neural Network for Superconductivity Discovery.
IJCAI
Ke Liu, Kaifan Yang, Jiahong Zhang, Renjun Xu
2021 A conf
AdaRNN: Adaptive Learning and Forecasting of Time Series.
CIKM
Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Jialin Pan, Tao Qin, Renjun Xu, Chongjun Wang
2021 J jnl
AdaRNN: Adaptive Learning and Forecasting of Time Series.
CoRR
Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Jialin Pan, Tao Qin, Renjun Xu, Chongjun Wang
2021 J jnl
Exploiting Adapters for Cross-lingual Low-resource Speech Recognition.
CoRR
Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki
2021 J jnl
Hypomimia Recognition in Parkinson's Disease With Semantic Features.
ACM Trans. Multim. Comput. Commun. Appl.
Ge Su, Bo Lin, Wei Luo, Jianwei Yin, Shuiguang Deng, Honghao Gao, Renjun Xu
2021 J jnl
Interest-oriented Universal User Representation via Contrastive Learning.
CoRR
Qinghui Sun, Jie Gu, Bei Yang, Xiaoxiao Xu, Renjun Xu, Shangde Gao, Hong Liu, Huan Xu
2021 J jnl
Learning Invariant Representations across Domains and Tasks.
CoRR
Jindong Wang, Wenjie Feng, Chang Liu, Chaohui Yu, Mingxuan Du, Renjun Xu, Tao Qin, Tie-Yan Liu
2021 J jnl
Learning Universal User Representations via Self-Supervised Lifelong Behaviors Modeling.
CoRR
Bei Yang, Ke Liu, Xiaoxiao Xu, Renjun Xu, Hong Liu, Huan Xu
2020 A* conf
Joint Partial Optimal Transport for Open Set Domain Adaptation.
IJCAI
Renjun Xu, Pelen Liu, Yin Zhang, Fang Cai, Jindong Wang, Shuoying Liang, Heting Ying, Jianwei Yin
2020 J jnl
Learning to Match Distributions for Domain Adaptation.
CoRR
Chaohui Yu, Jindong Wang, Chang Liu, Tao Qin, Renjun Xu, Wenjie Feng, Yiqiang Chen, Tie-Yan Liu
2020 A* conf
Reliable Weighted Optimal Transport for Unsupervised Domain Adaptation.
CVPR
Renjun Xu, Pelen Liu, Liyan Wang, Chao Chen, Jindong Wang