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Dongliang Xu

18 papers · 2022–2026 · 5 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (4) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5)
πŸ—ΊοΈ Taxonomy Completionist (55) πŸŒ‰ Interdisciplinary Bridge 🀝 Dynamic Duo (17) ❓ The Questioner ⚑ Prolific Year (12) πŸ—ƒοΈ Keyword Collector (102) πŸ’Ž Century Club (17)

Conferences

EMNLP (8) ACL (3) COLING (3) NIPS (3) AAAI (1)

Papers

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents AAAI 2026 Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling ACL 2025 Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025 CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information COLING 2025 Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning COLING 2024 SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models COLING 2024 How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024 MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability NIPS 2024 Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance NIPS 2024 SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models ACL 2024 Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training EMNLP 2024 Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024 Advancing Large Language Model Attribution through Self-Improving EMNLP 2024 Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 2024 Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024 GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024 Instance-Guided Prompt Learning for Few-Shot Text Matching EMNLP 2022 TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation EMNLP 2022