Xilai Ma

3 papers · 2023–2026 · 2 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 (11)

Venues

ACL (2) EMNLP (1)

Top co-authors

Jing Li (3) Wenya Wang (2) Weijun Yao (2) Liye Zhao (1) Haibing Di (1) Guodong Du (1) Yangneng Chen (1) Min Zhang (1) Junlin Li (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Applications (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

few-shot learning (1) attention mechanism (1) in-context learning (1) relation extraction (1) preference optimization (1) vision-language model (1) attention head (1) chain-of-thought prompting (1) binary feedback (1) positive-unlabeled learning (1) chain of thought (1) visual hallucination (1) model personalization (1) large language model (1) logit len (1) preference calibration (1)

Papers

Personalizing LLMs with Binary Feedback: A Preference-Calibrated Optimization Framework ACL 2026 Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination ACL 2026 Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023