Xinying Qian

4 papers · 2024–2026 · 4 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) ACL (1) COLING (1) EMNLP (1)

Top co-authors

Baohang Zhou (4) Yu Zhao (4) Ying Zhang (4) Xuhui Sui (3) Xiaojie Yuan (2) Kehui Song (2) Xingyue Guo (1) Jeff Z. Pan (1) Li Zhang (1)

Research topics

Artificial Intelligence (3) Machine Learning (2) Core AI (2) Learning Paradigms (2) Learning Types (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Architectures (1) Resources & Methods (1)

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

Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding ACL 2026 Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 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