Jing Ma

Venues

Frequent coauthors

Papers

1. Breaking the Adversarial Robustness-Performance Trade-off in Text Classification via Manifold Purification
   AAAI 2026 ·

   Chenhao Dang

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2. Class-Aware Active Annotation in Federated Semi-Supervised Learning for Medical Image Classification
   AAAI 2026 ·

   Meiting Xue

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3. CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models
   AAAI 2026 ·

   Yuefei Chen

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4. Holistic Data Scheduler for LLM Pre-training via Multi-Objective Reinforcement Learning
   SIGKDD 2026 ·

   Chenhao Dang

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5. Natural-Language Policies to Executable Decisions: An Interpretable Large Language Model Framework
   ACL 2026 ·

   Ziqiang Zhang

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6. Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models
   AAAI 2025 ·

   Peihai Jiang

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7. Decoupled Entropy Minimization
   NeurIPS 2025 · Jing Ma
8. PTTA: Purifying Malicious Samples for Test-Time Model Adaptation
   ICML 2025 · Jing Ma
9. VL-DynaRefine: A Vision-Language Dynamic Refinement Approach for Visual Reasoning
   ACM MM 2025 · Jing Ma
10. Aligning Logits Generatively for Principled Black-Box Knowledge Distillation
    CVPR 2024 · Jing Ma
11. Improved Self-Training for Test-Time Adaptation
    CVPR 2024 · Jing Ma
12. Learning from Distinction: Mitigating Backdoors Using a Low-Capacity Model
    ACM MM 2024 ·

    Haosen Sun

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13. When Causal Inference Meets Graph Machine Learning
    AAAI 2024 · Jing Ma