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Xue Liu

27 papers · 2020–2026 · 9 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ πŸƒ Academic Marathon (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (15)
🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (41) πŸŒ‰ Interdisciplinary Bridge πŸ† Grand Slam πŸ‘‘ Triple Crown ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (83) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (20)

Conferences

ACL (8) ICLR (5) AAAI (3) ICML (3) IJCAI (3) EMNLP (2) CORL (1) NIPS (1) WACV (1)

Papers

Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization ACL 2026 FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure ACL 2026 RubricBench: Aligning Model-Generated Rubrics with Human Standards ACL 2026 Sherry: Hardware-Efficient 1.25-Bit Ternary Quantization via Fine-grained Sparsification ACL 2026 Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization ACL 2026 GAM: Hierarchical Graph-based Agentic Memory for LLM Agents ACL 2026 Awakening Dormant Experts:Counterfactual Routing to Mitigate MoE Hallucinations ACL 2026 Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025 Transtreaming: Adaptive Delay-aware Transformer for Real-time Streaming Perception AAAI 2025 3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery ICLR 2025 Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers IJCAI 2025 Generative AI for Immersive Video: Recent Advances and Future Opportunities IJCAI 2025 ParetoFlow: Guided Flows in Multi-Objective Optimization ICLR 2025 Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval NIPS 2024 Collaborative Performance Prediction for Large Language Models EMNLP 2024 Learning to Extract Structured Entities Using Language Models EMNLP 2024 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion ICLR 2024 Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation ICLR 2024 Think Before You Act: Decision Transformers with Working Memory ICML 2024 The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks ICML 2024 Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images ICLR 2023 Bidirectional Learning for Offline Model-based Biological Sequence Design ICML 2023 Hyperspherical Quantization: Toward Smaller and More Accurate Models WACV 2023 Learning Multi-Objective Curricula for Robotic Policy Learning CORL 2022 Knowledge-Enhanced Top-K Recommendation in PoincarΓ© Ball AAAI 2021 Feature Statistics Guided Efficient Filter Pruning IJCAI 2020 Memory Augmented Graph Neural Networks for Sequential Recommendation AAAI 2020