GG
Guibing Guo
cs.IRcs.LGcs.AIcs.CLcs.CVbioinformaticscs.SIstat.MLcs.GRdeep learning
On Valency
published · living versionsW_42w4ptk7·v1 · currentpublished
ToolOPD: Credit-Aware On-Policy Distillation for Tool-Use Agents
with Chu Zhao, Lei Tang, Yanming Wang, Jianzhe Zhao +3
1 version
W_5wuhhqgv·v1published
Preprints & journals
56 papers in the corpus · 2017–2026ToolOPD: Credit-Aware On-Policy Distillation for Tool-Use Agents2610.25693v1 · Chu Zhao, Lei Tang, Yanming Wang et al.2026 · 0 citationsarXivon Valency
Preference-Drift-Aware Subsequence Learning and Hierarchical Context Fusion for Long-Sequence Generative Recommendation2609.12556v1 · Fei Li, Qingyun Gao, Jianzhe Zhao et al.2026 · 0 citationsarXivon Valency
Learning Preference Adaptation for Large Language Model Personalization via Verbal Reinforcement Learning2608.09507v2 · Yuting Liu, Wei Wu, Jianzhe Zhao et al.2026 · 0 citationsarXiv
PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval2607.15696v1 · Chu Zhao, Lei Tang, Minghang Li et al.2026 · 0 citationsarXiv
Enhancing Protein Representation Learning via Manifold Restore Mixing2606.22307v1 · Yizhou Dang, Chuang Zhao, Lianbo Ma et al.2026 · 0 citationsarXiv
Exploring and Tailoring the Test-Time Augmentation for Sequential Recommendation.41671127 · Dang, Yizhou, Yang, Enneng, Liu, Yuting et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(6):6999-7016
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
Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation2603.22335v2 · Chu Zhao, Enneng Yang, Jianzhe Zhao et al.2026 · 0 citationsarXiv
Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging.41196794 · Shen, Li, Tang, Anke, Yang, Enneng et al.2025 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
SC-Arena: A Natural Language Benchmark for Single-Cell Reasoning with Knowledge-Augmented Evaluation2602.23199v1 · Jiahao Zhao, Feng Jiang, Shaowei Qin et al.2026 · 0 citationsarXiv
ECHO: Entropy-Confidence Hybrid Optimization for Test-Time Reinforcement Learning2602.02150v2 · Chu Zhao, Enneng Yang, Yuting Liu et al.2026 · 0 citationsarXiv
Tail-Aware Data Augmentation for Long-Tail Sequential Recommendation2601.10933v1 · Yizhou Dang, Zhifu Wei, Minhan Huang et al.2026 · 2 citationsarXiv
Text as a Universal Interface for Transferable Personalization2601.04963v1 · Yuting Liu, Jian Guan, Jia-Nan Li et al.2026 · 0 citationsarXiv
FedLoRA-Optimizer: Federated LoRA Fine-Tuning with Global and Local Optimization in Heterogeneous Data Scenarios2510.11274v1 · Jianzhe Zhao, Hailin Zhu, Yu Zhang et al.2025 · 0 citationsarXiv
Causal Negative Sampling via Diffusion Model for Out-of-Distribution Recommendation2508.07243v1 · Chu Zhao, Eneng Yang, Yizhou Dang et al.2025 · 0 citationsarXiv
Revisiting Flatness-Aware Optimization in Continual Learning With Orthogonal Gradient Projection.40031774 · Yang, Enneng, Shen, Li, Wang, Zhenyi et al.2025 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(5):3895-3907
Hard Negative Sampling via Large Language Models for Recommendation2504.04726v2 · Chu Zhao, Enneng Yang, Yuting Liu et al.2025 · 0 citationsarXiv
Data Augmentation as Free Lunch: Exploring the Test-Time Augmentation for Sequential Recommendation2504.04843v3 · Yizhou Dang, Yuting Liu, Enneng Yang et al.2025 · 11 citationsarXiv
Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product2502.12200v1 · Pengxiang Lan, Haoyu Xu, Enneng Yang et al.2025 · 3 citationsNAACL 2025 main conference
Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model2501.15555v1 · Chu Zhao, Enneng Yang, Yuliang Liang et al.2025 · 7 citationsarXiv
Data Assetization via Resources-decoupled Federated Learning2501.14588v2 · Jianzhe Zhao, Feida Zhu, Lingyan He et al.2025 · 0 citationsarXiv
Augmenting Sequential Recommendation with Balanced Relevance and Diversity2412.08300v3 · Yizhou Dang, Jiahui Zhang, Yuting Liu et al.2024 · 21 citationsarXiv
Continual Learning From a Stream of APIs.39302780 · Yang, Enneng, Wang, Zhenyi, Shen, Li et al.2024 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):11432-11445
Self-supervised Hierarchical Representation for Medication Recommendation2411.03143v1 · Yuliang Liang, Yuting Liu, Yizhou Dang et al.2024 · 1 citationarXiv
SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery2410.14389v1 · Enneng Yang, Li Shen, Zhenyi Wang et al.2024 · 0 citationsarXiv
Data Augmentation for Sequential Recommendation: A Survey2409.13545v1 · Yizhou Dang, Enneng Yang, Yuting Liu et al.2024 · 3 citationsarXiv
CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation2408.10645v3 · Yuting Liu, Jinghao Zhang, Yizhou Dang et al.2024 · 10 citationsarXiv
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities2408.07666v5 · Enneng Yang, Li Shen, Guibing Guo et al.2024 · 26 citationsarXiv
Symmetric Graph Contrastive Learning against Noisy Views for Recommendation2408.02691v1 · Chu Zhao, Enneng Yang, Yuliang Liang et al.2024 · 10 citationsarXiv
Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation2408.00490v4 · Chu Zhao, Enneng Yang, Yuliang Liang et al.2024 · 13 citationsarXiv
Highly accurate classification and discovery of microbial protein-coding gene functions using FunGeneTyper: an extensible deep learning framework.39007592 · Zhang, Guoqing, Wang, Hui, Zhang, Zhiguo et al.2024 · 10 citationsBriefings in bioinformatics. 2024;25(4)
Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion2405.11464v3 · Pengxiang Lan, Enneng Yang, Yuting Liu et al.2024 · 1 citationarXiv
Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation2403.08246v1 · Yuting Liu, Yizhou Dang, Yuliang Liang et al.2024 · 2 citationsarXiv
Repeated Padding+: Simple yet Effective Data Augmentation Plugin for Sequential Recommendation2403.06372v3 · Yizhou Dang, Yuting Liu, Enneng Yang et al.2024 · 1 citationarXiv
Stealthy Attack on Large Language Model based Recommendation2402.14836v2 · Jinghao Zhang, Yuting Liu, Qiang Liu et al.2024 · 8 citationsarXiv
Representation Surgery for Multi-Task Model Merging2402.02705v2 · Enneng Yang, Li Shen, Zhenyi Wang et al.2024 · 5 citationsarXiv
ID Embedding as Subtle Features of Content and Structure for Multimodal Recommendation2311.05956v2 · Yuting Liu, Enneng Yang, Yizhou Dang et al.2023 · 4 citationsarXiv
AdaMerging: Adaptive Model Merging for Multi-Task Learning2310.02575v2 · Enneng Yang, Zhenyi Wang, Li Shen et al.2023 · 7 citationsarXiv
Video and Audio are Images: A Cross-Modal Mixer for Original Data on Video-Audio Retrieval2308.13820v1 · Zichen Yuan, Qi Shen, Bingyi Zheng et al.2023 · 9 citationsarXiv
SEQUENCE VS. STRUCTURE: DELVING DEEP INTO DATA DRIVEN PROTEIN FUNCTION PREDICTION10.1101/2023.04.02.534383v1 · Tian, X., Wang, Z., Yang, K. K. et al.2023 · 9 citationsbioRxiv
Ultra-Accurate Classification and Discovery of Functional Protein-Coding Genes from Microbiomes Using FunGeneTyper: an Expandable Deep Learning-Based Framework10.1101/2022.12.28.522150v2 · Zhang, G., Wang, H., Zhang, L. et al.2022 · 2 citationsbioRxiv
Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation2212.08262v2 · Yizhou Dang, Enneng Yang, Guibing Guo et al.2022 · 96 citationsarXiv
AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning2211.15055v2 · Enneng Yang, Junwei Pan, Ximei Wang et al.2022 · 57 citationsProceedings of the AAAI Conference on Artificial Intelligence (AAAI 2023). Vol. 37. No. 9. 2023
Protein Language Model Predicts Mutation Pathogenicity and Clinical Prognosis10.1101/2022.09.30.510294v3 · Liu, X., Yang, X., Ouyang, L. et al.2022 · 4 citationsbioRxiv
IPGAN: Generating Informative Item Pairs by Adversarial Sampling.33108294 · Guo, Guibing, Zhou, Huan, Chen, Bowei et al.2022 · 28 citationsIEEE transactions on neural networks and learning systems. 2022;33(2):694-706
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction2106.03044v1 · Wei Wei, Jiayi Liu, Xianling Mao et al.2021 · 60 citationsarXiv
NEUer at SemEval-2021 Task 4: Complete Summary Representation by Filling Answers into Question for Matching Reading Comprehension2105.12051v1 · Zhixiang Chen, Yikun Lei, Pai Liu et al.2021 · 0 citationsarXiv
User-based Network Embedding for Collective Opinion Spammer Detection2011.07783v1 · Ziyang Wang, Wei Wei, Xian-Ling Mao et al.2020 · 0 citationsarXiv
Target Guided Emotion Aware Chat Machine2011.07432v2 · Wei Wei, Jiayi Liu, Xianling Mao et al.2020 · 23 citationsarXiv
Career total: 178 works. 56 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.