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Aashiq Muhamed

Observed name: Muhamed, Aashiq
ORCID: 0000-0002-8657-0439
Observed ORCID: 0000-0002-8657-0439
OpenAlex ID: A5082273313
Symbolic Music Generation with Transformer-GANs
2021 · Aashiq Muhamed, Liang Li, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 70
Gated Transformer for Decoding Human Brain EEG Signals
2021 · Yunzhe Tao, Tao Sun, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 61
An In-depth Look at Gemini's Language Abilities
2023 · Akter, Syeda Nahida, Yu, Zichun, et al. · arXiv (Cornell University) · 15
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ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models
2023 · Jianyi Zhang, Aashiq Muhamed, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 12
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CTR-BERT: Cost-effective knowledge distillation for billion-parameter teacher models
2021 · Aashiq Muhamed, Iman Keivanloo, et al. · 9
Web-Scale Semantic Product Search with Large Language Models
2023 · Aashiq Muhamed, Sriram Srinivasan, et al. · Lecture notes in computer science · 8
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Adversarial Text to Continuous Image Generation
2024 · Kilichbek Haydarov, Aashiq Muhamed, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 7
Training Large-scale Foundation Models on Emerging AI Chips
2023 · Aashiq Muhamed, Christian Bock, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 6
GRASS: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients
2024 · Aashiq Muhamed, Oscar Li, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 3
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DCAF-BERT: A Distilled Cachable Adaptable Factorized Model For Improved Ads CTR Prediction
2022 · Aashiq Muhamed, Jaspreet Singh, et al. · International World Wide Web Conference (WWW) · 3
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Transformer-GAN: Symbolic music generation using a learned loss
2020 · Aashiq Muhamed, Liang Li, et al. · 3
Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language
2026 · Mena Attia, Aashiq Muhamed, et al. · Conference of the European Chapter of the Association for Computational Linguistics · 2
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Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models
2025 · Aashiq Muhamed, Mona T. Diab, et al. · Findings of the Association for Computational Linguistics: NAACL · 1
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CoRAG: Collaborative Retrieval-Augmented Generation
2025 · Aashiq Muhamed, Mona T. Diab, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 1
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Write Once, Check Many: Reusable Ledgers for Post-Hoc Policy Compliance Auditing of Agent Trajectories
2026 · Nagarajan, Ashwin, Panesar, Gursimran, et al. · arXiv (Cornell University)
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Pick Your Poison: Learning to Select Poison Sets for Stronger LLM Backdoor Attacks
2026 · Muhamed, Aashiq, Diab, Mona T., et al. · arXiv (Cornell University)
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Decoy Direction Optimization: A Post-Hoc Defense Against LLM Abliteration
2026 · Muhamed, Aashiq, Diab, Mona T., et al. · arXiv (Cornell University)
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MOLE: Detecting Insider Threats in AI Agents
2026 · Muhamed, Aashiq, Smith, Virginia · arXiv (Cornell University)
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Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders
2026 · Association for Computational Linguistics 2026, Diab, Mona, et al. · Underline Science Inc.
Pando: Do Interpretability Methods Work When Models Won't Explain Themselves?
2026 · Zhong, Ziqian, Muhamed, Aashiq, et al. · arXiv (Cornell University)
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RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models
2026 · Association for Computational Linguistics 2026, Diab, Mona, et al. · Underline Science Inc.
Beyond Understanding: Evaluating the Pragmatic Gap in LLMs' Cultural Processing of Figurative Language
2026 · Association for Computational Linguistics 2026, Alkhamissi, Mai, et al. · Underline Science Inc.
RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models
2026 · Aashiq Muhamed, Leonardo F. R. Ribeiro, et al. · Conference of the European Chapter of the Association for Computational Linguistics
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DSPA: Dynamic SAE Steering for Data-Efficient Preference Alignment
2026 · James Wedgwood, Aashiq Muhamed, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders
2026 · Xiangchen Song, Aashiq Muhamed, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
Works count: 38
Citation count: 202
H-index: 7
I10-index: 4
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