Xiaohui Song

4 papers · 2022–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

EMNLP (2) AAAI (1) COLING (1)

Top co-authors

Feng Zhou (2) hui xue (1) Songlin Hu (1) Wenjie Liao (1) Haonan Lu (1) Qingyun Jin (1) Longtao Huang (1) Minchong Li (1) Zengchang Qin (1)

Research topics

Machine Learning (4) Natural Language Processing (2) Application Areas (2) Generation (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Applications (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

model compression (2) contrastive learning (1) curriculum learning (1) knowledge distillation (1) emotion recognition (1) procrustes analysis (1) imbalanced classification (1) iterative fine-tuning (1) attention head (1) inference efficiency (1) kv cache (1) self-play fine-tuning (1) student model (1) prototypical network (1) dialogue system (1) grouped-query attention (1) large language model (1) conversation emotion (1) logits distillation (1) prediction difference (1)

Papers

DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model AAAI 2026 Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA EMNLP 2025 BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation COLING 2025 Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022