kangyang Luo
14 papers · 2023–2026 · 7 venues · across top CS/AI venues
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (30) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
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large language model
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question answering
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knowledge distillation
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reinforcement learning
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parallel corpus
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curriculum learning
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non-convex optimization
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continued pretraining
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link prediction
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prompt engineering
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neural network optimization
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coreference resolution
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instruction following
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data-free distillation
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distributed optimization
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model aggregation
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text editing
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automated reasoning
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catastrophic forgetting
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causal inference
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Papers
A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task
ACL 2026
ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement
ACL 2026
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
AAAI 2026
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
ACL 2025
Document Segmentation Matters for Retrieval-Augmented Generation
ACL 2025
Enhancing Counterfactual Estimation: A Focus on Temporal Treatments
IJCAI 2025
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
EMNLP 2025
GATEAU: Selecting Influential Samples for Long Context Alignment
EMNLP 2025
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
ACL 2025
Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models
ACL 2025
An LLM-Enhanced Adversarial Editing System for Lexical Simplification
COLING 2024
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis
EMNLP 2024
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning
NeurIPS 2023
GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting
CVPR 2023