Xinnan Dai - RankMe

20 papers A* 4Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs. CoRR Shenglai Zeng, Tianqi Zheng, Chuan Tian, Dante Everaert, Yau-Shian Wang, Yupin Huang, Michael J. Morais, Rohit Patki, Jinjin Tian, Xinnan Dai, Kai Guo, Monica Xiao Cheng, Hui Liu
2026	J	`jnl`	Fix Before Search: Benchmarking Agentic Query Visual Pre-processing in Multimodal Retrieval-augmented Generation. CoRR Jiankun Zhang, Shenglai Zeng, Kai Guo, Xinnan Dai, Hui Liu, Jiliang Tang, Yi Chang
2025	J	`jnl`	Beyond Static Retrieval: Opportunities and Pitfalls of Iterative Retrieval in GraphRAG. CoRR Kai Guo, Xinnan Dai, Shenglai Zeng, Harry Shomer, Haoyu Han, Yu Wang, Jiliang Tang
2025	J	`jnl`	Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation. CoRR Yuxiang Wang, Xinnan Dai, Wenqi Fan, Yao Ma
2025	J	`jnl`	From Sequence to Structure: Uncovering Substructure Reasoning in Transformers. CoRR Xinnan Dai, Kai Yang, Jay Revolinsky, Kai Guo, Aoran Wang, Bohang Zhang, Jiliang Tang
2025	J	`jnl`	GraphGhost: Tracing Structures Behind Large Language Models. CoRR Xinnan Dai, Kai Guo, Chung-Hsiang Lo, Shenglai Zeng, Jiayuan Ding, Dongsheng Luo, Subhabrata Mukherjee, Jiliang Tang
2025	A*	`conf`	Guided Structural Inference: Leveraging Priors with Soft Gating Mechanisms. ICML Aoran Wang, Xinnan Dai, Jun Pang
2025	A*	`conf`	How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension. ICLR Xinnan Dai, Haohao Qu, Yifei Shen, Bohang Zhang, Qihao Wen, Wenqi Fan, Dongsheng Li, Jiliang Tang, Caihua Shan
2025	J	`jnl`	PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models. CoRR Lintao Wang, Encheng Su, Jiaqi Liu, Pengze Li, Peng Xia, Jiabei Xiao, Wenlong Zhang, Xinnan Dai, Xi Chen, Yuan Meng, Mingyu Ding, Lei Bai, Wanli Ouyang, Shixiang Tang, Aoran Wang, Xinzhu Ma
2025	J	`jnl`	Uncovering Graph Reasoning in Decoder-only Transformers with Circuit Tracing. CoRR Xinnan Dai, Chung-Hsiang Lo, Kai Guo, Shenglai Zeng, Dongsheng Luo, Jiliang Tang
2024	A*	`conf`	CellPLM: Pre-training of Cell Language Model Beyond Single Cells. ICLR Hongzhi Wen, Wenzhuo Tang, Xinnan Dai, Jiayuan Ding, Wei Jin, Yuying Xie, Jiliang Tang
2024	J	`jnl`	How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension. CoRR Xinnan Dai, Haohao Qu, Yifen Shen, Bohang Zhang, Qihao Wen, Wenqi Fan, Dongsheng Li, Jiliang Tang, Caihua Shan
2024	J	`jnl`	Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path. CoRR Xinnan Dai, Qihao Wen, Yifei Shen, Hongzhi Wen, Dongsheng Li, Jiliang Tang, Caihua Shan
2024	J	`jnl`	SpatialCTD: A Large-Scale Tumor Microenvironment Spatial Transcriptomic Dataset to Evaluate Cell Type Deconvolution for Immuno-Oncology. J. Comput. Biol. Jiayuan Ding, Lingxiao Li, Qiaolin Lu, Julian Venegas, Yixin Wang, Lidan Wu, Wei Jin, Hongzhi Wen, Renming Liu, Wenzhuo Tang, Xinnan Dai, Zhaoheng Li, Wangyang Zuo, Yi Chang, Yu Leo Lei, Lulu Shang, Patrick Danaher, Yuying Xie, Jiliang Tang
2023	J	`jnl`	Biological Factor Regulatory Neural Network. CoRR Xinnan Dai, Caihua Shan, Jie Zheng, Xiaoxiao Li, Dongsheng Li
2023	A*	`conf`	Explaining Temporal Graph Models through an Explorer-Navigator Framework. ICLR Wenwen Xia, Mincai Lai, Caihua Shan, Yao Zhang, Xinnan Dai, Xiang Li, Dongsheng Li
2021	J	`jnl`	PIKE-R2P: Protein-protein interaction network-based knowledge embedding with graph neural network for single-cell RNA to protein prediction. BMC Bioinform. Xinnan Dai, Fan Xu, Shike Wang, Piyushkumar A. Mundra, Jie Zheng
2019	J	`jnl`	Opera-oriented character relations extraction for role interaction and behaviour Understanding: a deep learning approach. Behav. Inf. Technol. Xinnan Dai, Xujian Zhao, Peiquan Jin, Xuebo Cai, Hui Zhang, Chunming Yang, Bo Li
2019	—	`conf`	OperaMiner: Extracting Character Relations from Opera Scripts Using Deep Neural Networks. DASFAA (3) Xujian Zhao, Xinnan Dai, Peiquan Jin, Hui Zhang, Chunming Yang, Bo Li
2019	—	`conf`	Topic Judgment Helps Question Similarity Prediction in Medical FAQ Dialogue Systems. ICDM Workshops Lin Zhu, Xinnan Dai, Qihao Huang, Hai Xiang, Jie Zheng