Publications with SuDIS

• Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects The 64th Annual Meeting of the Association for Computational Linguistics (ACL) Findings, 2026 · Conference · CCF-A
• HARD-KV: Head-Adaptive Regularization for Decoding-time KV Compression The 43th International Conference on Machine Learning (ICML), 2026 · Conference · CCF-A · CORE-A*
• HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference The 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026 · Conference · CCF-A · CORE-A*