ZS
Zhu Sun
cs.IRcs.AIcs.LGcs.SINext POI recommendationcs.CLcs.HCNeural Networks, Computerstat.MLUncertain check-ins
On Valency
published · living versionsW_xyhe3a7w·v1 · currentpublished
From Retrieval to Recognition:Knowledge-Enhanced Post-training of Time Series Foundation Models for Classification
with Zhen Liu, Yucheng Wang, Yingpeng Du, Tianjun Wei +3
1 version
Preprints & journals
43 papers in the corpus · 2017–2026From Retrieval to Recognition:Knowledge-Enhanced Post-training of Time Series Foundation Models for Classification2610.26114v1 · Zhen Liu, Yucheng Wang, Yingpeng Du et al.2026 · 0 citationsarXivon Valency
Enhancing Protein Representation Learning via Manifold Restore Mixing2606.22307v1 · Yizhou Dang, Chuang Zhao, Lianbo Ma et al.2026 · 0 citationsarXiv
Routing distilled knowledge via mixture of LoRA experts for large language model based bundle generation.42302470 · Feng, Kaidong, Sun, Zhu, Fang, Hui et al.2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;204:109250
Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models2604.05309v1 · Yizhou Dang, Yifan Wu, Minhan Huang et al.2026 · 1 citationarXiv
Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation2604.03688v1 · Zhifu Wei, Yizhou Dang, Guibing Guo et al.2026 · 0 citationsarXiv
A user trajectory simulation framework for next POI recommendation with uncertain check-ins.41861774 · Li, Chen, Huang, Guoyan, Feng, Shanshan et al.2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;200:108831
VulReaD: Knowledge-Graph-guided Software Vulnerability Reasoning and Detection2602.10787v1 · Samal Mukhtar, Yinghua Yao, Zhu Sun et al.2026 · 0 citationsarXiv
Think When Needed: Model-Aware Reasoning Routing for LLM-based Ranking2601.18146v2 · Huizhong Guo, Tianjun Wei, Dongxia Wang et al.2026 · 0 citationsarXiv
iTIMO: An LLM-empowered Synthesis Dataset for Travel Itinerary Modification2601.10609v5 · Zhuoxuan Huang, Yunshan Ma, Hongyu Zhang et al.2026 · 0 citationsarXiv
A Comparative Study of Traditional Machine Learning, Deep Learning, and Large Language Models for Mental Health Forecasting using Smartphone Sensing Data2601.03603v2 · Kaidong Feng, Zhu Sun, Roy Ka-Wei Lee et al.2026 · 0 citationsarXiv
Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation2508.18142v3 · Tianjun Wei, Huizhong Guo, Yingpeng Du et al.2025 · 0 citationsarXiv
Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation2508.12645v5 · Hongyang Liu, Zhu Sun, Tianjun Wei et al.2025 · 0 citationsarXiv
Research on Conversational Recommender System Considering Consumer Types2508.13209v2 · Yaying Luo, Hui Fang, Zhu Sun2025 · 0 citationsarXiv
Context-Adaptive Graph Neural Networks for Next POI Recommendation2506.10329v1 · Yu Lei, Limin Shen, Zhu Sun et al.2025 · 3 citationsarXiv
LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture2506.10347v1 · Yanhui Li, Dongxia Wang, Zhu Sun et al.2025 · 11 citationsarXiv
Reinforcement Speculative Decoding for Fast Ranking2505.20316v1 · Yingpeng Du, Tianjun Wei, Zhu Sun et al.2025 · 0 citationsarXiv
Enhancing New-item Fairness in Dynamic Recommender Systems2504.21362v1 · Huizhong Guo, Zhu Sun, Dongxia Wang et al.2025 · 8 citationsarXiv
A Reinforcement Learning Method to Factual and Counterfactual Explanations for Session-based Recommendation2504.13632v2 · Han Zhou, Hui Fang, Zhu Sun et al.2025 · 0 citationsarXiv
PCDe: A personalized conversational debiasing framework for next POI recommendation with uncertain check-ins.40249997 · Li, Chen, Huang, Guoyan, Sun, Zhu et al.2025 · 3 citationsNeural networks : the official journal of the International Neural Network Society. 2025;188:107443
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization2502.13180v1 · Hongxu Wang, Zhu Sun, Yingpeng Du et al.2025 · 0 citationsarXiv
COSTA: Contrastive Spatial and Temporal Debiasing framework for next POI recommendation.39908911 · Lei, Yu, Shen, Limin, Sun, Zhu et al.2025 · 10 citationsNeural networks : the official journal of the International Neural Network Society. 2025;185:107212
Active Large Language Model-based Knowledge Distillation for Session-based Recommendation2502.15685v1 · Yingpeng Du, Zhu Sun, Ziyan Wang et al.2024 · 11 citationsarXiv
MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation2412.07796v1 · Ziqing Wu, Zhu Sun, Dongxia Wang et al.2024 · 2 citationsarXiv
Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons2411.10697v3 · Jiao Liu, Zhu Sun, Shanshan Feng et al.2024 · 2 citationsarXiv
A New Era in Human Factors Engineering: A Survey of the Applications and Prospects of Large Multimodal Models2405.13426v1 · Li Fan, Lee Ching-Hung, Han Su et al.2024 · 12 citationsarXiv
Causal Deconfounding via Confounder Disentanglement for Dual-Target Cross-Domain Recommendation2404.11180v4 · Jiajie Zhu, Yan Wang, Feng Zhu et al.2024 · 3 citationsarXiv
KG4RecEval: Does Knowledge Graph Really Matter for Recommender Systems?2404.03164v2 · Haonan Zhang, Dongxia Wang, Zhu Sun et al.2024 · 7 citationsarXiv
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation2403.16427v4 · Ziyan Wang, Yingpeng Du, Zhu Sun et al.2024 · 10 citationsarXiv
Large Language Model with Graph Convolution for Recommendation2402.08859v1 · Yingpeng Du, Ziyan Wang, Zhu Sun et al.2024 · 2 citationsarXiv
Who Wants to Shop With You: Joint Product-Participant Recommendation for Group-Buying Service.35853062 · Sha, Xiao, Sun, Zhu, Zhang, Jie et al.2024 · 9 citationsIEEE transactions on neural networks and learning systems. 2024;35(2):2353-2363
Adaptive In-Context Learning with Large Language Models for Bundle Generation2312.16262v2 · Zhu Sun, Kaidong Feng, Jie Yang et al.2023 · 9 citationsThe 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2024
Large Language Models for Intent-Driven Session Recommendations2312.07552v1 · Zhu Sun, Hongyang Liu, Xinghua Qu et al.2023 · 39 citationsarXiv
Meta-learning enhanced next POI recommendation by leveraging check-ins from auxiliary cities2308.09309v1 · Jinze Wang, Lu Zhang, Zhu Sun et al.2023 · 4 citationsarXiv
Domain Disentanglement with Interpolative Data Augmentation for Dual-Target Cross-Domain Recommendation2307.13910v1 · Jiajie Zhu, Yan Wang, Feng Zhu et al.2023 · 25 citationsarXiv
Towards Building Voice-based Conversational Recommender Systems: Datasets, Potential Solutions, and Prospects2306.08219v1 · Xinghua Qu, Hongyang Liu, Zhu Sun et al.2023 · 10 citationsarXiv
DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation.37015510 · Sun, Zhu, Fang, Hui, Yang, Jie et al.2023 · 28 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(7):8206-8226
A Generic Reinforced Explainable Framework with Knowledge Graph for Session-based Recommendation2212.07030v2 · Huizi Wu, Hui Fang, Zhu Sun et al.2022 · 20 citationsarXiv
A Multi-Channel Next POI Recommendation Framework with Multi-Granularity Check-in Signals2209.00472v1 · Zhu Sun, Yu Lei, Lu Zhang et al.2022 · 14 citationsarXiv
Understanding Diversity in Session-Based Recommendation2208.13453v2 · Qing Yin, Hui Fang, Zhu Sun et al.2022 · 21 citationsarXiv
Attention over Self-attention:Intention-aware Re-ranking with Dynamic Transformer Encoders for Recommendation2201.05333v3 · Zhuoyi Lin, Sheng Zang, Rundong Wang et al.2022 · 22 citationsarXiv
Adversary Agnostic Robust Deep Reinforcement Learning2008.06199v2 · Xinghua Qu, Yew-Soon Ong, Abhishek Gupta et al.2020 · 12 citationsarXiv
Minimalistic Attacks: How Little it Takes to Fool a Deep Reinforcement Learning Policy1911.03849v5 · Xinghua Qu, Zhu Sun, Yew-Soon Ong et al.2019 · 1 citationarXiv
Interacting Attention-gated Recurrent Networks for Recommendation1709.01532v2 · Wenjie Pei, Jie Yang, Zhu Sun et al.2017 · 63 citationsarXiv
Career total: at least 135 works. 43 are in this corpus.
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