Ying Sun

67 papers A* 28A 1Journal 36Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Brain-inspired Embodied Intelligence for Fluid and Fast Reflexive Robotics Control.
CoRR
Weiyu Guo, He Zhang, Pengteng Li, Tiefu Cai, Ziyang Chen, Yandong Guo, Xiao He, Yongkui Yang, Ying Sun, Hui Xiong
2026 A* conf
ARADD: An Automatic Real-World API Discovery and Deployment Framework for AI Guide Service in Baidu Map.
WWW
Fuling Wang, Le Zhang, Jingbo Zhou, Jindong Han, Ying Sun, Chuan Qin, Hengshu Zhu, Hui Xiong
2026 A* conf
BitHeteroNet: A Heterogeneous Network Benchmark for Enhanced Anomaly Detection in Bitcoin Transactions.
WWW
Zheng Gong, Shuheng Shen, Changhua Meng, Ying Sun
2026 J jnl
Enhance the Safety in Reinforcement Learning by ADRC Lagrangian Methods.
CoRR
Mingxu Zhang, Huicheng Zhang, Jiaming Ji, Yaodong Yang, Ying Sun
2026 J jnl
Enhancing LLM-based Recommendation with Preference Hint Discovery from Knowledge Graph.
CoRR
Yuting Zhang, Ziliang Pei, Chao Wang, Ying Sun, Fuzhen Zhuang
2026 J jnl
GoldenStart: Q-Guided Priors and Entropy Control for Distilling Flow Policies.
CoRR
He Zhang, Ying Sun, Hui Xiong
2026 J jnl
How Business Agglomeration Affects Individual Points-of-Interest: A Causal Effect Estimation Perspective.
ACM Trans. Knowl. Discov. Data
Haoran Xin, Xinjiang Lu, Ying Sun, Nengjun Zhu, Tong Xu, Jingbo Zhou, Hui Xiong
2026 A* conf
MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation.
WWW
Ranxu Zhang, Junjie Meng, Ying Sun, Ziqi Xu, Bing Yin, Hao Li, Yanyong Zhang, Chao Wang
2026 J jnl
MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation.
CoRR
Ranxu Zhang, Junjie Meng, Ying Sun, Ziqi Xu, Bing Yin, Hao Li, Yanyong Zhang, Chao Wang
2026 A* conf
NGTM: Substructure-based Neural Graph Topic Model for Interpretable Graph Generation.
AAAI
Yuanxin Zhuang, Dazhong Shen, Ying Sun
2025 J jnl
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics.
Proc. IEEE
Chuan Qin, Le Zhang, Yihang Cheng, Rui Zha, Dazhong Shen, Qi Zhang, Xi Chen, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong
2025 J jnl
A Comprehensive Survey on Self-Interpretable Neural Networks.
CoRR
Yang Ji, Ying Sun, Yuting Zhang, Zhigaoyuan Wang, Yuanxin Zhuang, Zheng Gong, Dazhong Shen, Chuan Qin, Hengshu Zhu, Hui Xiong
2025 J jnl
A Comprehensive Survey on Self-Interpretable Neural Networks.
Proc. IEEE
Yang Ji, Ying Sun, Yuting Zhang, Zhigaoyuan Wang, Yuanxin Zhuang, Zheng Gong, Dazhong Shen, Chuan Qin, Hengshu Zhu, Hui Xiong
2025 J jnl
A Survey of fMRI to Image Reconstruction.
CoRR
Weiyu Guo, Guoying Sun, Jianxiang He, Tong Shao, Shaoguang Wang, Ziyang Chen, Meisheng Hong, Ying Sun, Hui Xiong
2025 J jnl
AtomDisc: An Atom-level Tokenizer that Boosts Molecular LLMs and Reveals Structure-Property Associations.
CoRR
Mingxu Zhang, Dazhong Shen, Ying Sun
2025 J jnl
ChemATP: A Training-Free Chemical Reasoning Framework for Large Language Models.
CoRR
Mingxu Zhang, Dazhong Shen, Qi Zhang, Ying Sun
2025 A* conf
Efficient Skill Discovery via Regret-Aware Optimization.
ICML
He Zhang, Ming Zhou, Shaopeng Zhai, Ying Sun, Hui Xiong
2025 J jnl
Efficient Skill Discovery via Regret-Aware Optimization.
CoRR
He Zhang, Ming Zhou, Shaopeng Zhai, Ying Sun, Hui Xiong
2025 J jnl
Enhancing Job Salary Prediction with Disentangled Composition Effect Modeling: A Neural Prototyping Approach.
CoRR
Yang Ji, Ying Sun, Hengshu Zhu
2025 A* conf
Exploring Hypergraph Condensation via Variational Hyperedge Generation and Multi-Aspectual Amelioration.
WWW
Zheng Gong, Shuheng Shen, Changhua Meng, Ying Sun
2025 J jnl
LLMCDSR: Enhancing Cross-Domain Sequential Recommendation with Large Language Models.
ACM Trans. Inf. Syst.
Haoran Xin, Ying Sun, Chao Wang, Hui Xiong
2025 J jnl
Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding.
CoRR
Weiyu Guo, Ziyang Chen, Shaoguang Wang, Jianxiang He, Yijie Xu, Jinhui Ye, Ying Sun, Hui Xiong
2025 J jnl
Market-aware Long-term Job Skill Recommendation with Explainable Deep Reinforcement Learning.
ACM Trans. Inf. Syst.
Ying Sun, Yang Ji, Hengshu Zhu, Fuzhen Zhuang, Qing He, Hui Xiong
2025 J jnl
MolEditRL: Structure-Preserving Molecular Editing via Discrete Diffusion and Reinforcement Learning.
CoRR
Yuanxin Zhuang, Dazhong Shen, Ying Sun
2025 A* conf
Multifractal Comparison of Billboard and AI-Generated Music.
ACM Multimedia
Kevin Kailun Zhang, Ying Sun, Hui Xiong
2025 J jnl
NGTM: Substructure-based Neural Graph Topic Model for Interpretable Graph Generation.
CoRR
Yuanxin Zhuang, Dazhong Shen, Ying Sun
2025 A* conf
Outlier-Aware Post-Training Quantization for Discrete Graph Diffusion Models.
ICML
Zheng Gong, Ying Sun
2025 A* conf
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis.
ICML
Weiyu Guo, Ziyue Qiao, Ying Sun, Yijie Xu, Hui Xiong
2025 J jnl
Toward Faithful Neural Network Intrinsic Interpretation With Shapley Additive Self-Attribution.
IEEE Trans. Neural Networks Learn. Syst.
Ying Sun, Hengshu Zhu, Hui Xiong
2025 A* conf
Towards Lifelong Model Editing via Simulating Ideal Editor.
ICML
Yaming Guo, Siyang Guo, Hengshu Zhu, Ying Sun
2025 A* conf
Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach.
ICML
Zhigaoyuan Wang, Ying Sun, Hengshu Zhu
2024 A* conf
An Energy-centric Framework for Category-free Out-of-distribution Node Detection in Graphs.
KDD
Zheng Gong, Ying Sun
2024 J jnl
Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews.
ACM Trans. Inf. Syst.
Chuan Qin, Hengshu Zhu, Dazhong Shen, Ying Sun, Kaichun Yao, Peng Wang, Hui Xiong
2024 A* conf
Collaboration-Aware Hybrid Learning for Knowledge Development Prediction.
WWW
Liyi Chen, Chuan Qin, Ying Sun, Xin Song, Tong Xu, Hengshu Zhu, Hui Xiong
2024 A* conf
Graph Reasoning Enhanced Language Models for Text-to-SQL.
SIGIR
Zheng Gong, Ying Sun
2024 — conf
Multi-round Counterfactual Generation: Interpreting and Improving Models of Text Classification.
WWW (Companion Volume)
Huajie Zhang, Yuxin Ying, Fuzhen Zhuang, Haiqin Weng, Ying Sun, Zhao Zhang, Yiqi Tong, Yan Liu
2024 A* conf
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs.
NeurIPS
Liyi Chen, Panrong Tong, Zhongming Jin, Ying Sun, Jieping Ye, Hui Xiong
2024 J jnl
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs.
CoRR
Liyi Chen, Panrong Tong, Zhongming Jin, Ying Sun, Jieping Ye, Hui Xiong
2024 J jnl
Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis.
CoRR
Weiyu Guo, Ziyue Qiao, Ying Sun, Hui Xiong
2024 — conf
SeqSHAP: Subsequence Level Shapley Value Explanations for Sequential Predictions.
DASFAA (4)
Guanyu Jiang, Fuzhen Zhuang, Bowen Song, Yongchun Zhu, Ying Sun, Weiqiang Wang, Deqing Wang
2024 A* conf
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network.
NeurIPS
Weiyu Guo, Ying Sun, Yijie Xu, Ziyue Qiao, Yongkui Yang, Hui Xiong
2024 J jnl
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network.
CoRR
Weiyu Guo, Ying Sun, Yijie Xu, Ziyue Qiao, Yongkui Yang, Hui Xiong
2024 A* conf
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment.
NeurIPS
Liyi Chen, Ying Sun, Shengzhe Zhang, Yuyang Ye, Wei Wu, Hui Xiong
2024 A* conf
Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation.
ACM Multimedia
Yuting Zhang, Zhao Zhang, Yiqing Wu, Ying Sun, Fuzhen Zhuang, Wenhui Yu, Lantao Hu, Han Li, Kun Gai, Zhulin An, Yongjun Xu
2024 J jnl
Towards Unified Representation Learning for Career Mobility Analysis with Trajectory Hypergraph.
ACM Trans. Inf. Syst.
Rui Zha, Ying Sun, Chuan Qin, Le Zhang, Tong Xu, Hengshu Zhu, Enhong Chen
2024 J jnl
Triple Dual Learning for Opinion-based Explainable Recommendation.
ACM Trans. Inf. Syst.
Yuting Zhang, Ying Sun, Fuzhen Zhuang, Yongchun Zhu, Zhulin An, Yongjun Xu
2024 A* conf
Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation.
KDD
Yuting Zhang, Yiqing Wu, Ruidong Han, Ying Sun, Yongchun Zhu, Xiang Li, Wei Lin, Fuzhen Zhuang, Zhulin An, Yongjun Xu
2024 J jnl
Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation.
CoRR
Yuting Zhang, Yiqing Wu, Ruidong Han, Ying Sun, Yongchun Zhu, Xiang Li, Wei Lin, Fuzhen Zhuang, Zhulin An, Yongjun Xu
2023 J jnl
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics.
CoRR
Chuan Qin, Le Zhang, Rui Zha, Dazhong Shen, Qi Zhang, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong
2023 A* conf
Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification.
IJCAI
Zheng Gong, Guifeng Wang, Ying Sun, Qi Liu, Yuting Ning, Hui Xiong, Jingyu Peng
2023 J jnl
Exploring the tidal effect of urban business district with large-scale human mobility data.
Frontiers Comput. Sci.
Hongting Niu, Ying Sun, Hengshu Zhu, Cong Geng, Jiuchun Yang, Hui Xiong, Bo Lang
2023 A conf
Generative Learning Plan Recommendation for Employees: A Performance-aware Reinforcement Learning Approach.
RecSys
Zhi Zheng, Ying Sun, Xin Song, Hengshu Zhu, Hui Xiong
2023 A* conf
Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning.
ACM Multimedia
He Zhang, Ying Sun, Weiyu Guo, Yafei Liu, Haonan Lu, Xiaodong Lin, Hui Xiong
2023 J jnl
Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning.
CoRR
He Zhang, Ying Sun, Weiyu Guo, Yafei Liu, Haonan Lu, Xiaodong Lin, Hui Xiong
2023 J jnl
Large-Scale Assessment of Labour Market Dynamics in China during the COVID-19 Pandemic.
CoRR
Ying Sun, Hengshu Zhu, Hui Xiong
2023 J jnl
Modeling the Impact of Person-Organization Fit on Talent Management With Structure-Aware Attentive Neural Networks.
IEEE Trans. Knowl. Data Eng.
Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Xin Song, Qing He, Hui Xiong
2023 J jnl
Towards Faithful Neural Network Intrinsic Interpretation with Shapley Additive Self-Attribution.
CoRR
Ying Sun, Hengshu Zhu, Hui Xiong
2022 J jnl
Adaptively sharing multi-levels of distributed representations in multi-task learning.
Inf. Sci.
Tianxin Wang, Fuzhen Zhuang, Ying Sun, Xiangliang Zhang, Leyu Lin, Feng Xia, Lei He, Qing He
2022 J jnl
Exploring the Risky Travel Area and Behavior of Car-hailing Service.
ACM Trans. Intell. Syst. Technol.
Hongting Niu, Hengshu Zhu, Ying Sun, Xinjiang Lu, Jing Sun, Zhiyuan Zhao, Hui Xiong, Bo Lang
2021 A* conf
Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning.
WWW
Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Qing He, Hui Xiong
2021 A* conf
Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation.
NeurIPS
Ying Sun, Hengshu Zhu, Chuan Qin, Fuzhen Zhuang, Qing He, Hui Xiong
2021 A* conf
Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks.
SIGIR
Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang, Kaikai Ge, Ying Sun, Xu Zhang, Leyu Lin, Juan Cao
2021 J jnl
Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks.
CoRR
Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang, Kaikai Ge, Ying Sun, Xu Zhang, Leyu Lin, Juan Cao
2021 A* conf
Talent Demand Forecasting with Attentive Neural Sequential Model.
KDD
Qi Zhang, Hengshu Zhu, Ying Sun, Hao Liu, Fuzhen Zhuang, Hui Xiong
2020 A* conf
Meta-path Hierarchical Heterogeneous Graph Convolution Network for High Potential Scholar Recognition.
ICDM
Yiqing Wu, Ying Sun, Fuzhen Zhuang, Deqing Wang, Xiangliang Zhang, Qing He
2019 A* conf
The Impact of Person-Organization Fit on Talent Management: A Structure-Aware Convolutional Neural Network Approach.
KDD
Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Xin Song, Qing He, Hui Xiong
2018 A* conf
Exploring the Urban Region-of-Interest through the Analysis of Online Map Search Queries.
KDD
Ying Sun, Hengshu Zhu, Fuzhen Zhuang, Jingjing Gu, Qing He