Ali Anwar

5 papers · 2021–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ICLR (2) AAAI (1) EMNLP (1) NAACL (1)

Top co-authors

Xinran Wang (4) Qi Le (3) Jie Ding (3) Enmao Diao (3) Nathalie Baracaldo (2) Yi Zhou (2) Ahsan Ali (1) Ziyan Wang (1) Seyyed Saeid Cheshmi (1) Azal Ahmad Khan (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (4) Deep Learning (2) Natural Language Processing (2) Application Areas (2) Learning Types · Deep Learning (2) Optimization & Theory (2) Applications (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Resources & Methods (1)

Keywords

inference efficiency (2) federated learning (1) neural network pruning (1) adversarial robustness (1) backdoor attack (1) primal-dual method (1) data heterogeneity (1) latency reduction (1) beam search (1) structured pruning (1) step-by-step reasoning (1) process reward model (1) safety classification (1) llm output (1) large language model (1) dynamic pruning (1) inference compute (1) early rejection (1) content detection (1) client-side attack (1)

Papers

Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025 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 Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning AAAI 2021