Xinying Qian
4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
ACL (1)
COLING (1)
EMNLP (1)
Top co-authors
Keywords
question answering
(2)
temporal knowledge graph
(2)
temporal reasoning
(2)
link prediction
(1)
fact verification
(1)
prompt-based learning
(1)
knowledge graph reasoning
(1)
instruction tuning
(1)
relational reasoning
(1)
parameter-efficient fine-tuning
(1)
mixture of expert
(1)
retrieval-augmented generation
(1)
continual instruction tuning
(1)
numerical reasoning
(1)
large language model
(1)
entity background information
(1)
knowledge graph forecasting
(1)
contrastive learning
(1)
expert expansion
(1)
continual learning
(1)
Papers
Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning
AAAI 2026
Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding
ACL 2026
Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting
COLING 2024
TimeR4 : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering
EMNLP 2024