YZ
Yada Zhu
cs.LGcs.AIcs.CLcs.CVcs.SIstat.MLcs.CEcs.IRadversarial trainingcontrastive learning
On Valency
published · living versionsW_sbqx9zb3·v1 · currentpublished
AlgoPilot: Cross-Paradigm Reasoning in Language Models via Strategy Selection and Guidance
with Yilun Hao, Ruixiao Yang, Hudson Hilal, Yongchao Chen +3
1 version
W_ebbegyeg·v1published
Preprints & journals
32 papers in the corpus · 2015–2026SafeDream: Safety World Model for Proactive Early Jailbreak Detection2604.16824v1 · Bo Yan, Weikai Lin, Yada Zhu et al.2026 · 0 citationsarXiv
Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning2509.26383v5 · Junhong Lin, Shicheng Liu, Jinyeop Song et al.2025 · 0 citationsarXiv
Temporal Reasoning with Large Language Models Augmented by Evolving Knowledge Graphs2509.15464v1 · Junhong Lin, Song Wang, Xiaojie Guo et al.2025 · 0 citationsarXiv
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting2505.18442v1 · Zhining Liu, Ze Yang, Xiao Lin et al.2025 · 0 citationsarXiv
ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative Method2504.07394v1 · Dongqi Fu, Yada Zhu, Zhining Liu et al.2025 · 2 citationsarXiv
RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking2504.01346v4 · Jiaru Zou, Dongqi Fu, Sirui Chen et al.2025 · 0 citationsarXiv
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations2503.22166v1 · Song Wang, Junhong Lin, Xiaojie Guo et al.2025 · 0 citationsarXiv
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative2502.08942v3 · Zihao Li, Xiao Lin, Zhining Liu et al.2025 · 1 citationarXiv
Enterprise Benchmarks for Large Language Model Evaluation2410.12857v1 · Bing Zhang, Mikio Takeuchi, Ryo Kawahara et al.2024 · 1 citationarXiv
When Heterophily Meets Heterogeneity: Challenges and a New Large-Scale Graph Benchmark2407.10916v2 · Junhong Lin, Xiaojie Guo, Shuaicheng Zhang et al.2024 · 2 citationsarXiv
AIM: Attributing, Interpreting, Mitigating Data Unfairness2406.08819v2 · Zhining Liu, Ruizhong Qiu, Zhichen Zeng et al.2024 · 5 citationsarXiv
Neural Active Learning Beyond Bandits2404.12522v1 · Yikun Ban, Ishika Agarwal, Ziwei Wu et al.2024 · 1 citationarXiv
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models2404.11500v1 · Yue Zhou, Yada Zhu, Diego Antognini et al.2024 · 5 citationsarXiv
ArieL: Adversarial Graph Contrastive Learning.40264574 · Feng, Shengyu, Jing, Baoyu, Zhu, Yada et al.2025 · 17 citationsACM transactions on knowledge discovery from data. 2023;18(4):1-22
Adversarial Attacks on Fairness of Graph Neural Networks2310.13822v2 · Binchi Zhang, Yushun Dong, Chen Chen et al.2023 · 1 citationarXiv
Self-Specialization: Uncovering Latent Expertise within Large Language Models2310.00160v2 · Junmo Kang, Hongyin Luo, Yada Zhu et al.2023 · 2 citationsarXiv
Class-Imbalanced Graph Learning without Class Rebalancing2308.14181v2 · Zhining Liu, Ruizhong Qiu, Zhichen Zeng et al.2023 · 2 citationsarXiv
Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization2305.09938v4 · Haohui Wang, Baoyu Jing, Kaize Ding et al.2023 · 11 citationsarXiv
FairGen: Towards Fair Graph Generation2303.17743v3 · Lecheng Zheng, Dawei Zhou, Hanghang Tong et al.2023 · 6 citationsarXiv
Fairness-aware Multi-view Clustering2302.05788v1 · Lecheng Zheng, Yada Zhu, Jingrui He2023 · 15 citationsarXiv
STERLING: Synergistic Representation Learning on Bipartite Graphs2302.05428v3 · Baoyu Jing, Yuchen Yan, Kaize Ding et al.2023 · 20 citationsarXiv
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders.40276024 · Wang, Dingsu, Yan, Yuchen, Qiu, Ruizhong et al.2025 · 31 citationsKDD : proceedings. International Conference on Knowledge Discovery & Data Mining. 2023;2023:2256-2268
Retrieval Based Time Series Forecasting2209.13525v1 · Baoyu Jing, Si Zhang, Yada Zhu et al.2022 · 5 citationsarXiv
COIN: Co-Cluster Infomax for Bipartite Graphs2206.00006v2 · Baoyu Jing, Yuchen Yan, Yada Zhu et al.2022 · 6 citationsarXiv
Adversarial Graph Contrastive Learning with Information Regularization2202.06491v5 · Shengyu Feng, Baoyu Jing, Yada Zhu et al.2022 · 55 citationsarXiv
Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis2112.00963v2 · Zixuan Yuan, Yada Zhu, Wei Zhang et al.2021 · 1 citationarXiv
On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness, and Semantic Evaluation2106.04753v1 · Wei Zhang, Ziming Huang, Yada Zhu et al.2021 · 2 citationsarXiv
Heterogeneous Contrastive Learning2105.09401v3 · Lecheng Zheng, Jinjun Xiong, Yada Zhu et al.2021 · 2 citationsarXiv
Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States2002.05780v1 · Yunan Ye, Hengzhi Pei, Boxin Wang et al.2020 · 176 citationsarXiv
Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance1910.09357v4 · Di Chen, Yada Zhu, Xiaodong Cui et al.2019 · 4 citationsarXiv
PAGAN: Portfolio Analysis with Generative Adversarial Networks1909.10578v1 · Giovanni Mariani, Yada Zhu, Jianbo Li et al.2019 · 24 citationsarXiv
Multi-Objective Optimization of a Port-of-Entry Inspection Policy1505.05184v1 · Christina M. Young, Mingyu Li, Yada Zhu et al.2015 · 0 citationsarXiv
Career total: 90 works. 32 are in this corpus.
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