CADC: Encoding User-Item Interactions for Compressing Recommendation Model Training Data
Published in The ACM Conference on Recommender Systems (RecSys) Workshop, 2024, 2024
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KVPR: Efficient LLM Inference with I/O-Aware Partial KV Cache Recomputation
Published in Association for Computational Linguistics (ACL) 2025, 2025
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LEAF: Lightweight, Efficient, Adaptive and Flexible Embedding for Large-Scale Recommendation Models
Published in The ACM Conference on Recommender Systems (RecSys) 2025, 2025
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DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding
Published in Conference on Language Modeling (COLM) 2025, 2025
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Fast NF4 Dequantization Kernels for Large Language Model Inference
Published in EMC2 Workshop, 2026, 2026
HuffmanEmbed: Using Huffman Coding for Embedding Table Compression in Deep Learning Recommendation Models
Published in ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2026, 2026
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DELTA: Dynamic Layer-Aware Token Attention for Efficient Long-Context Reasoning
Published in Association for Computational Linguistics (ACL) 2026, 2026
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