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Qi Le

4 papers · 2025–2026 · 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

Venues

ICLR (2) ACL (1) NAACL (1)

Top co-authors

Enmao Diao (4) Xinran Wang (3) Ali Anwar (3) Jie Ding (3) Ziyan Wang (2) Li Yang (2) Pu Wang (1) Minwoo Lee (1) Evgeny Stupachenko (1) Hao Feng (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Optimization & Theory · Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1)

Keywords

structured pruning (2) model compression (2) primal-dual method (1) inference efficiency (1) latency reduction (1) safety classification (1) iterative pruning (1) llm output (1) dynamic pruning (1) content detection (1) global importance score (1) multi-value alignment (1) neural network pruning (1)

Papers

From Local to Global: Revisiting Structured Pruning Paradigms for Large Language Models ACL 2026 AID: Adaptive Integration of Detectors for Safe AI with Language Models NAACL 2025 MAP: Multi-Human-Value Alignment Palette ICLR 2025 Probe Pruning: Accelerating LLMs through Dynamic Pruning via Model-Probing ICLR 2025