conftrace_

Lidan Shou

18 papers · 2020–2026 · 6 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (5) 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (6)
πŸƒ Academic Marathon (5) πŸ—ΊοΈ Taxonomy Completionist (48) 🐝 Cross-Pollinator (13) 🀝 Dynamic Duo (13) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (15) πŸ—ƒοΈ Keyword Collector (79) ⚑ Prolific Year (6)

Conferences

ACL (7) AAAI (5) EMNLP (2) IJCAI (2) ICLR (1) ICML (1)

Papers

HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference ACL 2026 TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs ACL 2026 See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs ACL 2026 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation AAAI 2025 T2DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning ACL 2025 Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval EMNLP 2025 Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models ICLR 2025 FloE: On-the-Fly MoE Inference on Memory-constrained GPU ICML 2025 Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding ACL 2024 Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection AAAI 2024 CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition AAAI 2024 Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023 FedBFPT: An Efficient Federated Learning Framework for Bert Further Pre-training IJCAI 2023 Continual Federated Learning Based on Knowledge Distillation IJCAI 2022 SkipBERT: Efficient Inference with Shallow Layer Skipping ACL 2022 Effective Slot Filling via Weakly-Supervised Dual-Model Learning AAAI 2021 Pyramid: A Layered Model for Nested Named Entity Recognition ACL 2020