Bowen Jin

84 papers A* 18A 3Journal 56Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Scientific Document Retrieval with Academic Concept Index.
CoRR
Jeyun Lee, Junhyoung Lee, Wonbin Kweon, Bowen Jin, Yu Zhang, Susik Yoon, Dongha Lee, Hwanjo Yu, Jiawei Han, SeongKu Kang
2026 J jnl
Incentivizing Temporal-Awareness in Egocentric Video Understanding Models.
CoRR
Zhiyang Xu, Tian Qin, Bowen Jin, Zhengfeng Lai, Meng Cao, Lifu Huang, Peng Zhang
2026 J jnl
Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory.
CoRR
Haozhen Zhang, Haodong Yue, Tao Feng, Quanyu Long, Jianzhu Bao, Bowen Jin, Weizhi Zhang, Xiao Li, Jiaxuan You, Chengwei Qin, Wenya Wang
2026 J jnl
MultiCube-RAG for Multi-hop Question Answering.
CoRR
Jimeng Shi, Wei Hu, Runchu Tian, Bowen Jin, Wonbin Kweon, SeongKu Kang, Yunfan Kang, Dingqi Ye, Sizhe Zhou, Shaowen Wang, Jiawei Han
2025 J jnl
An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents.
CoRR
Bowen Jin, Jinsung Yoon, Priyanka Kargupta, Sercan Ö. Arik, Jiawei Han
2025 J jnl
Benchmarking Retrieval-Augmented Generation for Chemistry.
CoRR
Xianrui Zhong, Bowen Jin, Siru Ouyang, Yanzhen Shen, Qiao Jin, Yin Fang, Zhiyong Lu, Jiawei Han
2025 J jnl
COMPASS: A Multi-Turn Benchmark for Tool-Mediated Planning & Preference Optimization.
CoRR
Tian Qin, Felix Bai, Ting-Yao Hu, Raviteja Vemulapalli, Hema Swetha Koppula, Zhiyang Xu, Bowen Jin, Mert Cemri, Jiarui Lu, Zirui Wang, Meng Cao
2025 — conf
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
ACL (1)
Zihao Li, Lecheng Zheng, Bowen Jin, Dongqi Fu, Baoyu Jing, Yikun Ban, Jingrui He, Jiawei Han
2025 J jnl
Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning.
CoRR
Yin Fang, Qiao Jin, Guangzhi Xiong, Bowen Jin, Xianrui Zhong, Siru Ouyang, Aidong Zhang, Jiawei Han, Zhiyong Lu
2025 A* conf
Chain-of-Factors Paper-Reviewer Matching.
WWW
Yu Zhang, Yanzhen Shen, SeongKu Kang, Xiusi Chen, Bowen Jin, Jiawei Han
2025 A* conf
CoDiCast: Conditional Diffusion Model for Global Weather Forecasting with Uncertainty Quantification.
IJCAI
Jimeng Shi, Bowen Jin, Jiawei Han, Sundararaman Gopalakrishnan, Giri Narasimhan
2025 J jnl
Controlling Performance and Budget of a Centralized Multi-agent LLM System with Reinforcement Learning.
CoRR
Bowen Jin, TJ Collins, Donghan Yu, Mert Cemri, Shenao Zhang, Mengyu Li, Jay Tang, Tian Qin, Zhiyang Xu, Jiarui Lu, Guoli Yin, Jiawei Han, Zirui Wang
2025 J jnl
Deep Learning and Foundation Models for Weather Prediction: A Survey.
CoRR
Jimeng Shi, Azam Shirali, Bowen Jin, Sizhe Zhou, Wei Hu, Rahuul Rangaraj, Shaowen Wang, Jiawei Han, Zhaonan Wang, Upmanu Lall, Yanzhao Wu, Leonardo Bobadilla, Giri Narasimhan
2025 J jnl
Deep Research: A Systematic Survey.
CoRR
Zhengliang Shi, Yiqun Chen, Haitao Li, Weiwei Sun, Shiyu Ni, Yougang Lyu, Run-Ze Fan, Bowen Jin, Yixuan Weng, Minjun Zhu, Qiujie Xie, Xinyu Guo, Qu Yang, Jiayi Wu, Jujia Zhao, Xiaqiang Tang, Xinbei Ma, Cunxiang Wang, Jiaxin Mao, Qingyao Ai, Jen-tse Huang, Wenxuan Wang, Yue Zhang, Yiming Yang, Zhaopeng Tu, Zhaochun Ren
2025 J jnl
Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents.
CoRR
Tiannuo Yang, Zebin Yao, Bowen Jin, Lixiao Cui, Yusen Li, Gang Wang, Xiaoguang Liu
2025 J jnl
GRACE: Generative Representation Learning via Contrastive Policy Optimization.
CoRR
Jiashuo Sun, Shixuan Liu, Zhaochen Su, Xianrui Zhong, Pengcheng Jiang, Bowen Jin, Peiran Li, Weijia Shi, Jiawei Han
2025 A* conf
GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs.
CVPR
Yi Fang, Bowen Jin, Jiacheng Shen, Sirui Ding, Qiaoyu Tan, Jiawei Han
2025 J jnl
GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs.
CoRR
Yi Fang, Bowen Jin, Jiacheng Shen, Sirui Ding, Qiaoyu Tan, Jiawei Han
2025 J jnl
Hybrid Latent Reasoning via Reinforcement Learning.
CoRR
Zhenrui Yue, Bowen Jin, Huimin Zeng, Honglei Zhuang, Zhen Qin, Jinsung Yoon, Lanyu Shang, Jiawei Han, Dong Wang
2025 J jnl
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering.
CoRR
Jimeng Shi, Sizhe Zhou, Bowen Jin, Wei Hu, Shaowen Wang, Giri Narasimhan, Jiawei Han
2025 A conf
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation.
WSDM
SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu
2025 J jnl
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation.
CoRR
SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu
2025 A* conf
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective.
ICML
Bowen Jin, Jinsung Yoon, Zhen Qin, Ziqi Wang, Wei Xiong, Yu Meng, Jiawei Han, Sercan Ö. Arik
2025 J jnl
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective.
CoRR
Bowen Jin, Jinsung Yoon, Zhen Qin, Ziqi Wang, Wei Xiong, Yu Meng, Jiawei Han, Sercan Ö. Arik
2025 J jnl
LLM-Based Compact Reranking with Document Features for Scientific Retrieval.
CoRR
Runchu Tian, Xueqiang Xu, Bowen Jin, SeongKu Kang, Jiawei Han
2025 J jnl
Learning to Reason as Action Abstractions with Scalable Mid-Training RL.
CoRR
Shenao Zhang, Donghan Yu, Yihao Feng, Bowen Jin, Zhaoran Wang, John Peebles, Zirui Wang
2025 A* conf
Long Context vs. RAG: Strategies for Processing Long Documents in LLMs.
SIGIR
Xinze Li, Yushi Bai, Bowen Jin, Fengbin Zhu, Liangming Pan, Yixin Cao
2025 A* conf
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG.
ICLR
Bowen Jin, Jinsung Yoon, Jiawei Han, Sercan Ö. Arik
2025 J jnl
OTC: Optimal Tool Calls via Reinforcement Learning.
CoRR
Hongru Wang, Cheng Qian, Wanjun Zhong, Xiusi Chen, Jiahao Qiu, Shijue Huang, Bowen Jin, Mengdi Wang, Kam-Fai Wong, Heng Ji
2025 J jnl
RM-R1: Reward Modeling as Reasoning.
CoRR
Xiusi Chen, Gaotang Li, Ziqi Wang, Bowen Jin, Cheng Qian, Yu Wang, Hongru Wang, Yu Zhang, Denghui Zhang, Tong Zhang, Hanghang Tong, Heng Ji
2025 J jnl
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.
CoRR
Bowen Jin, Hansi Zeng, Zhenrui Yue, Dong Wang, Hamed Zamani, Jiawei Han
2025 J jnl
Structure-R1: Dynamically Leveraging Structural Knowledge in LLM Reasoning through Reinforcement Learning.
CoRR
Junlin Wu, Xianrui Zhong, Jiashuo Sun, Bolian Li, Bowen Jin, Jiawei Han, Qingkai Zeng
2025 J jnl
mCLM: A Function-Infused and Synthesis-Friendly Modular Chemical Language Model.
CoRR
Carl Edwards, Chi Han, Gawon Lee, Thao Nguyen, Bowen Jin, Chetan Prasad, Sara Szymkuc, Bartosz A. Grzybowski, Ying Diao, Jiawei Han, Ge Liu, Hao Peng, Martin D. Burke, Heng Ji
2024 A* conf
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery.
EMNLP
Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, Jiawei Han
2024 J jnl
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery.
CoRR
Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, Jiawei Han
2024 A conf
Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery.
WSDM
Bowen Jin, Yu Zhang, Sha Li, Jiawei Han
2024 J jnl
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
CoRR
Zihao Li, Lecheng Zheng, Bowen Jin, Dongqi Fu, Baoyu Jing, Yikun Ban, Jingrui He, Jiawei Han
2024 J jnl
CoDiCast: Conditional Diffusion Model for Weather Prediction with Uncertainty Quantification.
CoRR
Jimeng Shi, Bowen Jin, Jiawei Han, Giri Narasimhan
2024 A conf
Geospatial Topological Relation Extraction from Text with Knowledge Augmentation.
SDM
Wei Hu, Bowen Jin, Minhao Jiang, Sizhe Zhou, Zhaonan Wang, Jiawei Han, Shaowen Wang
2024 — conf
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs.
ACL (Findings)
Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Zheng Li, Ruirui Li, Xianfeng Tang, Suhang Wang, Yu Meng, Jiawei Han
2024 J jnl
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs.
CoRR
Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Suhang Wang, Yu Meng, Jiawei Han
2024 A* conf
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction.
EMNLP
Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han
2024 J jnl
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction.
CoRR
Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han
2024 A* conf
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy.
WWW
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
2024 J jnl
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy.
CoRR
SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han
2024 A* conf
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs.
NeurIPS
Bowen Jin, Ziqi Pang, Bingjun Guo, Yu-Xiong Wang, Jiaxuan You, Jiawei Han
2024 J jnl
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs.
CoRR
Bowen Jin, Ziqi Pang, Bingjun Guo, Yu-Xiong Wang, Jiaxuan You, Jiawei Han
2024 J jnl
Investigating Instruction Tuning Large Language Models on Graphs.
CoRR
Kerui Zhu, Bo-Wei Huang, Bowen Jin, Yizhu Jiao, Ming Zhong, Kevin Chang, Shou-De Lin, Jiawei Han
2024 A* conf
Language Models as Semantic Indexers.
ICML
Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang
2024 J jnl
Large Language Models on Graphs: A Comprehensive Survey.
IEEE Trans. Knowl. Data Eng.
Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han
2024 J jnl
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG.
CoRR
Bowen Jin, Jinsung Yoon, Jiawei Han, Sercan Ö. Arik
2024 J jnl
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning.
CoRR
Qi Zhu, Da Zheng, Xiang Song, Shichang Zhang, Bowen Jin, Yizhou Sun, George Karypis
2024 — conf
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records.
ACL (Short Papers)
Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May Dongmei Wang, Joyce C. Ho, Carl Yang
2024 J jnl
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records.
CoRR
Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May D. Wang, Joyce C. Ho, Carl Yang
2024 A* conf
Scalable and Effective Generative Information Retrieval.
WWW
Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani
2024 A* conf
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond.
ICLR
Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang
2024 J jnl
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond.
CoRR
Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang
2023 J jnl
"Why Should I Review This Paper?" Unifying Semantic, Topic, and Citation Factors for Paper-Reviewer Matching.
CoRR
Yu Zhang, Yanzhen Shen, Xiusi Chen, Bowen Jin, Jiawei Han
2023 A* conf
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks.
ICLR
Bowen Jin, Yu Zhang, Yu Meng, Jiawei Han
2023 J jnl
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks.
CoRR
Bowen Jin, Yu Zhang, Yu Meng, Jiawei Han
2023 — conf
Geospatial Knowledge Hypercube.
SIGSPATIAL/GIS
Zhaonan Wang, Bowen Jin, Wei Hu, Minhao Jiang, Seungyeon Kang, Zhiyuan Li, Sizhe Zhou, Jiawei Han, Shaowen Wang
2023 A* conf
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks.
KDD
Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han
2023 J jnl
Language Models As Semantic Indexers.
CoRR
Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang
2023 J jnl
Large Language Models on Graphs: A Comprehensive Survey.
CoRR
Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han
2023 J jnl
Learning Multiplex Embeddings on Text-rich Networks with One Text Encoder.
CoRR
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Han Zhao, Jiawei Han
2023 — conf
Patton: Language Model Pretraining on Text-Rich Networks.
ACL (1)
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han
2023 J jnl
Patton: Language Model Pretraining on Text-Rich Networks.
CoRR
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han
2023 J jnl
Scalable and Effective Generative Information Retrieval.
CoRR
Hansi Zeng, Chen Luo, Bowen Jin, Sheikh Muhammad Sarwar, Tianxin Wei, Hamed Zamani
2023 — conf
Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models.
ACL (Findings)
Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han
2023 J jnl
Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models.
CoRR
Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han
2023 A* conf
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study.
WWW
Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han
2023 J jnl
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study.
CoRR
Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han
2023 A* conf
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers.
KDD
Yu Zhang, Bowen Jin, Xiusi Chen, Yanzhen Shen, Yunyi Zhang, Yu Meng, Jiawei Han
2023 J jnl
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers.
CoRR
Yu Zhang, Bowen Jin, Xiusi Chen, Yanzhen Shen, Yunyi Zhang, Yu Meng, Jiawei Han
2022 J jnl
Heterformer: A Transformer Architecture for Node Representation Learning on Heterogeneous Text-Rich Networks.
CoRR
Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han
2022 J jnl
The use of intelligent remote monitoring system in ship energy efficiency management based on internet of things.
Int. J. Grid Util. Comput.
Jianhua Deng, Songyan Mai, Ji Zeng, He Zhang, Bowen Jin, Longyu Bu, Chaochun Huang, Hui Jiang
2021 J jnl
Analysis and prediction of ship energy efficiency using 6G big data internet of things and artificial intelligence technology.
Int. J. Syst. Assur. Eng. Manag.
Jianhua Deng, Ji Zeng, Songyan Mai, Bowen Jin, Bo Yuan, Yunhui You, Shifeng Lu, Mengkai Yang
2021 J jnl
Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks.
CoRR
Junhan Yang, Zheng Liu, Bowen Jin, Jianxun Lian, Defu Lian, Akshay Soni, Eun Yong Kang, Yajun Wang, Guangzhong Sun, Xing Xie
2021 — conf
Research on Tourism Image Perception of Fuzhou Jinjishan Park from the Perspective of Big Data.
ICISCAE (ACM)
Bowen Jin, Bin Lin, YiJing Yan, Hui Pan
2021 J jnl
Spatial Variability of Relative Sea-Level Rise in Tianjin, China: Insight From InSAR, GPS, and Tide-Gauge Observations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Tang, Wei Zhan, Bowen Jin, Mahdi Motagh, Yubin Xu
2020 A* conf
Multi-behavior Recommendation with Graph Convolutional Networks.
SIGIR
Bowen Jin, Chen Gao, Xiangnan He, Depeng Jin, Yong Li
2019 J jnl
3D computational models explain muscle activation patterns and energetic functions of internal structures in fish swimming.
PLoS Comput. Biol.
Tingyu Ming, Bowen Jin, Jialei Song, Haoxiang Luo, Ruxu Du, Yang Ding
2018 J jnl
HPEPDOCK: a web server for blind peptide-protein docking based on a hierarchical algorithm.
Nucleic Acids Res.
Pei Zhou, Bowen Jin, Hao Li, Sheng-You Huang
2018 J jnl
Hierarchical Flexible Peptide Docking by Conformer Generation and Ensemble Docking of Peptides.
J. Chem. Inf. Model.
Pei Zhou, Botong Li, Yumeng Yan, Bowen Jin, Libang Wang, Sheng-You Huang