Niels Mündler

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner

Venues

ICML (2) ICLR (1) NeurIPS (1)

Top co-authors

Jingxuan He (4) Martin Vechev (4) Mark Vero (2) Slobodan Jenko (2) Veselin Raychev (1) Maximilian Baader (1) Nikola Jovanović (1) Mark Niklas Müller (1) Victor Chibotaru (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Computer Science (1) Applications (1) Learning Types (1) Optimization & Theory (1)

Keywords

large language model (4) code completion (1) text generation (1) code generation (1) adversarial attack (1) hallucination detection (1) contradiction detection (1) test generation (1) software testing (1) code agent (1) bug fixing (1) automated testing (1) automated test generation (1) bug fix validation (1) code correctness (1) generative ai safety (1) ide plug-in (1) insecure code generation (1) query-based optimization (1) generation (1)

Papers

BaxBench: Can LLMs Generate Correct and Secure Backends? ICML 2025 Black-Box Adversarial Attacks on LLM-Based Code Completion ICML 2025 Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation ICLR 2024 SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents NeurIPS 2024