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Yankai Chen

University of Illinois Chicago, IL, USA

28 papers at tracked venues · 23 at CORE A* · active 2024–2026

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Venues

ACL ×6AAAI ×5WWW ×5EMNLP ×3SIGIR ×3CIKM ×2NeurIPS ×2SIGKDD ×2

Frequent coauthors

Yangning Li
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Yan Wang
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Henry Peng Zou
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Sida Lin
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Zexuan Qiu
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Dianzhi Yu
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Jialun Zheng
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Wei-Chieh Huang
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Zhaofen Wu
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Yifan Li
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Jingyuan Wang
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Zhengyao Gu
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Papers

  1. ConSurv: Multimodal Continual Learning for Survival Analysis
    AAAI 2026 ·
    Dianzhi Yu
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  2. Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation
    SIGIR 2026 ·
    Yan Wang
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  3. DP-DGAD: A Generalist Dynamic Graph Anomaly Detector with Dynamic Prototypes
    WWW 2026 ·
    Jialun Zheng
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  4. Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
    ACL 2026 ·
    Wei-Chieh Huang
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  5. FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs
    SIGIR 2026 ·
    Yan Wang
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  6. GAM: Hierarchical Graph-based Agentic Memory for LLM Agents
    ACL 2026 ·
    Zhaofen Wu
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  7. Generative Archetype-Grounded Item Representations for Sequential Recommendation
    WWW 2026 ·
    Yifan Li
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  8. LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
    ACL 2026 ·
    Henry Peng Zou
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  9. LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?
    ACL 2026 ·
    Jingyuan Wang
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  10. Many-Shot Scaling of In-Context Learning with Self-Generated Demonstrations
    ACL 2026 ·
    Zhengyao Gu
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  11. S²Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening
    AAAI 2026 ·
    Bowei He
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  12. A Survey of RAG-Reasoning Systems in Large Language Models
    EMNLP 2025 ·
    Yangning Li
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  13. AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
    NeurIPS 2025 ·
    Yangning Li
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  14. CSPO: Cross-Market Synergistic Stock Price Movement Forecasting with Pseudo-volatility Optimization
    WWW 2025 ·
    Sida Lin
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  15. Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
    NeurIPS 2025 · Yankai Chen
  16. Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
    EMNLP 2025 ·
    Yaozu Wu
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  17. Semi-supervised Node Importance Estimation with Informative Distribution Modeling for Uncertainty Regularization
    WWW 2025 · Yankai Chen
  18. TRACE: Intra-visit Clinical Event Nowcasting via Effective Patient Trajectory Encoding
    WWW 2025 ·
    Yuyang Liang
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  19. Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
    EMNLP 2025 ·
    Yangning Li
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  20. TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency
    ACL 2025 ·
    Henry Peng Zou
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  21. UTCS: Effective Unsupervised Temporal Community Search with Pre-training of Temporal Dynamics and Subgraph Knowledge
    SIGIR 2025 ·
    Yue Zhang
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  22. Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks
    AAAI 2024 · Yankai Chen
  23. EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction
    CIKM 2024 ·
    Zexuan Qiu
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  24. Effective Job-market Mobility Prediction with Attentive Heterogeneous Knowledge Learning and Synergy
    CIKM 2024 ·
    Sida Lin
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  25. Geometric View of Soft Decorrelation in Self-Supervised Learning
    SIGKDD 2024 ·
    Yifei Zhang
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  26. HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval
    AAAI 2024 ·
    Zexuan Qiu
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  27. Influential Exemplar Replay for Incremental Learning in Recommender Systems
    AAAI 2024 ·
    Xinni Zhang
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  28. Shopping Trajectory Representation Learning with Pre-training for E-commerce Customer Understanding and Recommendation
    SIGKDD 2024 · Yankai Chen