Zhixuan Chu

Venues

Frequent coauthors

Papers

1. Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training
   ACL 2026 ·

   Lei Liu

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2. Safe-SAIL: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework
   ACL 2026 ·

   Jiaqi Weng

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3. Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
   ACL 2026 ·

   Ziwen Xu

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4. Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models
   ICCV 2025 ·

   Teng Ma

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5. Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework
   AAAI 2025 ·

   Zhenjie Xu

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6. Probe before You Talk: Towards Black-box Defense against Backdoor Unalignment for Large Language Models
   ICLR 2025 ·

   Biao Yi

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7. TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
   ICLR 2025 ·

   Shiyu Wang

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8. Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary
   EMNLP 2025 ·

   Licheng Pan

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9. Causal Interventional Prediction System for Robust and Explainable Effect Forecasting
   CIKM 2024 · Zhixuan Chu
10. EasyTPP: Towards Open Benchmarking Temporal Point Processes
    ICLR 2024 ·

    Siqiao Xue

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11. Intelligent Agents with LLM-based Process Automation
    SIGKDD 2024 ·

    Yanchu Guan

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12. Invariant Graph Learning for Causal Effect Estimation
    WWW 2024 ·

    Yongduo Sui

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13. LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs
    AAAI 2024 ·

    Yan Wang

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14. Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting
    CIKM 2024 ·

    Shiyu Wang

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15. Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models
    ACL 2024 ·

    Wenqing Chen

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16. Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction
    AAAI 2024 · Zhixuan Chu
17. Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
    ICLR 2024 ·

    Ming Jin

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18. VMFTransformer: An Angle-Preserving and Auto-Scaling Machine for Multi-Horizon Probabilistic Forecasting
    ECAI 2024 ·

    Yunyi Zhou

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