JB
Jiaxin Bai
cs.CLcs.AIcs.LGcs.DBcs.CRcs.LOcs.ROcs.CVcs.HCq-fin.GN
On Valency
published · living versionsW_78vhtbmk·v1 · currentpublished
CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents
with Zhongwei Xie, Yiming Du, Baixuan Xu, Chunyang Li +8
1 version
Preprints & journals
51 papers in the corpus · 2019–2026CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents2610.24960v1 · Zhongwei Xie, Yiming Du, Jiaxin Bai et al.2026 · 0 citationsarXivon Valency
Towards In-Parameter Memory Augmentation for Large Language Models2610.08630v1 · Haoyu Huang, Zhongwei Xie, Jiaxin Bai et al.2026 · 0 citationsarXiv
AgentIdeaBench: Benchmarking Scientific Ideation in the Agent Era2609.07611v1 · Yunxiang Mo, Tianshi Zheng, Yisen Gao et al.2026 · 0 citationsarXiv
Does More Retrieved Evidence Help Visual Retrieval-Augmented Generation with Diffusion Language Models?2608.07006v1 · Jiankun Wang, Yisen Gao, Ziwei Zhang et al.2026 · 0 citationsarXiv
VisualPatchWorld: Code World Models as Latent Structured Representations for Planning2607.25236v1 · Jiaxin Bai, Jiaxuan Xiong2026 · 0 citationsarXiv
Temporal-Distance JEPA: Plan-Aware Representation Learning for Latent World Model Predictive Control2607.25337v2 · Jiaxin Bai, Jiaxuan Xiong2026 · 0 citationsarXiv
SciLens: Multi-modal Scientific Claim Verification with Agentic Entailment and Grounding2606.20873v1 · Yueming Wang, Tianshi Zheng, Jiaxin Bai et al.2026 · 0 citationsarXiv
SING: Synthetic Intention Graph for Scalable Active Tool Discovery in LLM Agents2606.16591v2 · Qiao Xiao, Haochen Shi, Yisen Gao et al.2026 · 0 citationsarXiv
Mind-Studio: Executable World Models with Lookahead Evaluation for Partially Observable Games2606.16070v2 · Yifei Dong, Mingen Zheng, Linquan Wu et al.2026 · 0 citationsarXiv
PatchWorld: Gradient-Free Optimization of Executable World Models for Agent Environments2605.30880v4 · Jiaxin Bai, Yue Guo, Yifei Dong et al.2026 · 0 citationsarXiv
One Hypothesis Is Not Enough: Abductive Reasoning with Agentic Hypothesis Refinement over Knowledge Graphs2605.31370v2 · Yisen Gao, Yixi Cai, Tianshi Zheng et al.2026 · 0 citationsarXiv
KGPFN: Unlocking the Potential of Knowledge Graph Foundation Model via In-Context Learning2605.14907v2 · Yisen Gao, Jiaxin Bai, Haoyu Huang et al.2026 · 0 citationsarXiv
DeepRefine: Agentic Knowledge Refinement via Reinforcement Learning2605.10488v2 · Haoyu Huang, Jiaxin Bai, Shujie Liu et al.2026 · 0 citationsarXiv
NGDBench: Towards Neural Graph Data Management2603.05529v2 · Yufei Li, Yisen Gao, Jiaxuan Xiong et al.2026 · 0 citationsarXiv
NGDB-Zoo: Towards Efficient and Scalable Neural Graph Databases Training2602.21597v1 · Zhongwei Xie, Jiaxin Bai, Shujie Liu et al.2026 · 0 citationsarXiv
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM2510.17934v2 · Haoyu Huang, Hong Ting Tsang, Jiaxin Bai et al.2025 · 0 citationsarXiv
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction2510.15339v3 · Hong Ting Tsang, Jiaxin Bai, Haoyu Huang et al.2025 · 1 citationarXiv
Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model2510.11462v2 · Yisen Gao, Jiaxin Bai, Yi Huang et al.2025 · 2 citationsarXiv
DixitWorld: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay2510.10117v1 · Yunxiang Mo, Tianshi Zheng, Qing Zong et al.2025 · 0 citationsarXiv
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents2510.07172v3 · Tianshi Zheng, Kelvin Kiu-Wai Tam, Newt Hue-Nam K. Nguyen et al.2025 · 0 citationsarXiv
TERAG: Token-Efficient Graph-Based Retrieval-Augmented Generation2509.18667v3 · Qiao Xiao, Hong Ting Tsang, Jiaxin Bai2025 · 0 citationsarXiv
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora2505.23628v3 · Jiaxin Bai, Wei Fan, Qi Hu et al.2025 · 6 citationsarXiv
Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs2505.20948v3 · Yisen Gao, Jiaxin Bai, Tianshi Zheng et al.2025 · 0 citationsarXiv
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association2505.15196v1 · Weiqi Wang, Limeng Cui, Xin Liu et al.2025 · 0 citationsarXiv
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery2505.13259v3 · Tianshi Zheng, Zheye Deng, Hong Ting Tsang et al.2025 · 19 citationsarXiv
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning2502.11176v4 · Tianshi Zheng, Jiayang Cheng, Chunyang Li et al.2025 · 1 citationarXiv
Top Ten Challenges Towards Agentic Neural Graph Databases2501.14224v1 · Jiaxin Bai, Zihao Wang, Yukun Zhou et al.2025 · 1 citationarXiv
Enhancing Transformers for Generalizable First-Order Logical Entailment2501.00759v3 · Tianshi Zheng, Jiazheng Wang, Zihao Wang et al.2025 · 1 citationarXiv
Intention Knowledge Graph Construction for User Intention Relation Modeling2412.11500v3 · Jiaxin Bai, Zhaobo Wang, Junfei Cheng et al.2024 · 3 citationsarXiv
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?2412.08985v4 · Tianshi Zheng, Weihan Li, Jiaxin Bai et al.2024 · 3 citationsarXiv
EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding2410.14276v1 · Ching Ming Samuel Lau, Weiqi Wang, Haochen Shi et al.2024 · 0 citationsarXiv
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge2407.20564v1 · Tianshi Zheng, Jiaxin Bai, Yicheng Wang et al.2024 · 1 citationarXiv
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions2406.10885v3 · Weiqi Wang, Tianqing Fang, Haochen Shi et al.2024 · 1 citationarXiv
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding2406.10701v3 · Baixuan Xu, Weiqi Wang, Haochen Shi et al.2024 · 4 citationsarXiv
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce2406.10173v2 · Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok et al.2024 · 1 citationarXiv
Towards Subgraph Isomorphism Counting with Graph Kernels2405.07497v1 · Xin Liu, Weiqi Wang, Jiaxin Bai et al.2024 · 0 citationsarXiv
Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs2402.14609v4 · Qi Hu, Weifeng Jiang, Haoran Li et al.2024 · 1 citationarXiv
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning2401.07286v2 · Weiqi Wang, Tianqing Fang, Chunyang Li et al.2024 · 12 citationsarXiv
Privacy-Preserved Neural Graph Databases2312.15591v5 · Qi Hu, Haoran Li, Jiaxin Bai et al.2023 · 3 citationsarXiv
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation2312.15643v3 · Jiaxin Bai, Yicheng Wang, Tianshi Zheng et al.2023 · 6 citationsarXiv
Understanding Inter-Session Intentions via Complex Logical Reasoning2312.13866v2 · Jiaxin Bai, Chen Luo, Zheng Li et al.2023 · 6 citationsarXiv
Knowledge Graph Reasoning over Entities and Numerical Values2306.01399v1 · Jiaxin Bai, Chen Luo, Zheng Li et al.2023 · 18 citationsarXiv
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints2305.19068v2 · Jiaxin Bai, Xin Liu, Weiqi Wang et al.2023 · 12 citationsarXiv
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs2302.13114v3 · Jiaxin Bai, Tianshi Zheng, Yangqiu Song2023 · 6 citationsarXiv
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery2211.08316v2 · Changlong Yu, Weiqi Wang, Xin Liu et al.2022 · 14 citationsarXiv
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings2204.12847v1 · Jiaxin Bai, Zihao Wang, Hongming Zhang et al.2022 · 24 citationsarXiv
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering2110.02059v1 · Zizheng Lin, Haowen Ke, Ngo-Yin Wong et al.2021 · 11 citationsarXiv
Joint Coreference Resolution and Character Linking for Multiparty Conversation2101.11204v2 · Jiaxin Bai, Hongming Zhang, Yangqiu Song et al.2021 · 6 citationsarXiv
Multiplex Word Embeddings for Selectional Preference Acquisition2001.02836v1 · Hongming Zhang, Jiaxin Bai, Yan Song et al.2020 · 16 citationsarXiv
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations1911.00720v1 · Shizhe Diao, Jiaxin Bai, Yan Song et al.2019 · 140 citationsarXiv
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