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Chen Luo

22 papers · 2017–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (10) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (8) πŸ—ΊοΈ Taxonomy Completionist (54)
πŸ—ΊοΈ Taxonomy Completionist (54) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Keyword Champion (2) 🧬 Topic Evolution πŸ‘₯ Mega-Team (20) πŸ’Ž Century Club (18) πŸ”₯ Unstoppable (5) πŸ—ƒοΈ Keyword Collector (88) ⚑ Prolific Year (7) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

ACL (6) EMNLP (4) NAACL (3) ICCV (2) NIPS (2) AAAI (1) AISTATS (1) EACL (1) IJCAI (1) MICCAI (1)

Papers

Anchoring the Cache: Mitigating Contextual Hallucination in KV-Compressed Long-Context Summarization ACL 2026 Intention Knowledge Graph Construction for User Intention Relation Modeling EACL 2026 Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR ACL 2026 Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents ACL 2026 A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration AISTATS 2025 SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025 EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025 Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models ACL 2025 HccePose(BF): Predicting Front & Back Surfaces to Construct Ultra-Dense 2D-3D Correspondences for Pose Estimation ICCV 2025 Towards Globally Predictable k-Space Interpolation: A White-box Transformer Approach MICCAI 2025 Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning ACL 2025 MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024 BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering EMNLP 2024 IterAlign: Iterative Constitutional Alignment of Large Language Models NAACL 2024 Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024 IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 SimMatchV2: Semi-Supervised Learning with Graph Consistency ICCV 2023 Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints NIPS 2023 Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation NIPS 2023 CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 2022 Scaling-Up Split-Merge MCMC with Locality Sensitive Sampling (LSS) AAAI 2019 Variational Mixtures of Gaussian Processes for Classification IJCAI 2017