Publications
You can also find my articles on my Google Scholar profile.
- Hossein Entezari Zarch, Lei Gao, Chaoyi Jiang, Murali Annavaram "DELTA: Dynamic Layer-Aware Token Attention for Efficient Long-Context Reasoning" Association for Computational Linguistics (ACL) 2026. [Link]
- Chaoyi Jiang*, Abdulla Alshabanah*, Hossein Entezari Zarch, Keshav Balasubramanian, Murali Annavaram "HuffmanEmbed: Using Huffman Coding for Embedding Table Compression in Deep Learning Recommendation Models" ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2026.
- Xiangbo Qi, Chaoyi Jiang, Murali Annavaram "Fast NF4 Dequantization Kernels for Large Language Model Inference" EMC2 Workshop, 2026. [Link]
- Hossein Entezari Zarch*, Lei Gao*, Chaoyi Jiang, Murali Annavaram "DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding" Conference on Language Modeling (COLM) 2025. [Link]
- Chaoyi Jiang*, Abdulla Alshabanah*, Murali Annavaram "LEAF: Lightweight, Efficient, Adaptive and Flexible Embedding for Large-Scale Recommendation Models" The ACM Conference on Recommender Systems (RecSys) 2025. [Link]
- Chaoyi Jiang*, Lei Gao*, Hossein Entezari Zarch, Murali Annavaram "KVPR: Efficient LLM Inference with I/O-Aware Partial KV Cache Recomputation" Association for Computational Linguistics (ACL) 2025. [Link]
- Hossein Entezari Zarch, Abdulla Alshabanah, Chaoyi Jiang, Murali Annavaram "CADC: Encoding User-Item Interactions for Compressing Recommendation Model Training Data" The ACM Conference on Recommender Systems (RecSys) Workshop, 2024. [Link]