| 2026 | AAAI | Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning. | Ying Zhang, Xingyue Guo, Yu Zhao, Xuhui Sui, Baohang Zhou, Xinying Qian, Xiaojie Yuan |
| 2026 | ACL | Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding. | Xinying Qian, Ying Zhang, Xuhui Sui, Yu Zhao, Baohang Zhou, Jeff Z. Pan |
| 2026 | WWW | Hyperbolic Multimodal Generative Representation Learning for Generalized Zero-Shot Multimodal Information Extraction. | Baohang Zhou, Kehui Song, Rize Jin, Yu Zhao, Xuhui Sui, Xinying Qian, Xingyue Guo, Ying Zhang |
| 2026 | SIGIR | SSR: Structured Subgraph Retrieval for Temporal Knowledge Graph Question Answering with LLMs. | Ying Zhang, Li Zhang, Wenya Guo, Shilong Ping, Xinying Qian |
| 2024 | COLING | Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting. | Ying Zhang, Xinying Qian, Yu Zhao, Baohang Zhou, Kehui Song, Xiaojie Yuan |
| 2024 | EMNLP | TimeR⁴ : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering. | Xinying Qian, Ying Zhang, Yu Zhao, Baohang Zhou, Xuhui Sui, Li Zhang, Kehui Song |
| 2024 | SIGIR | Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion. | Yu Zhao, Ying Zhang, Baohang Zhou, Xinying Qian, Kehui Song, Xiangrui Cai |