conftrace_

Heming Xia

20 papers · 2022–2026 · 4 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (3) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6)
🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (55) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (12) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (97) πŸ’Ž Century Club (18) πŸ”₯ Unstoppable (5) ❓ The Questioner (3)

Conferences

EMNLP (10) ACL (8) EACL (1) ICLR (1)

Papers

KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization EACL 2026 Merlin’s Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting ACL 2026 Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025 How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation ACL 2025 TokenSkip: Controllable Chain-of-Thought Compression in LLMs EMNLP 2025 PEToolLLM: Towards Personalized Tool Learning in Large Language Models ACL 2025 Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025 SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration ICLR 2025 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 A Survey on In-context Learning EMNLP 2024 Can Large Multimodal Models Uncover Deep Semantics Behind Images? ACL 2024 Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024 AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction EMNLP 2024 Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens EMNLP 2024 Enhancing Tool Retrieval with Iterative Feedback from Large Language Models EMNLP 2024 Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization EMNLP 2023 Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation EMNLP 2023 ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023 Enhancing Continual Relation Extraction via Classifier Decomposition ACL 2023 Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL 2022