JW
Ji-Rong Wen
cs.CLcs.IRcs.AIcs.LGcs.CVcs.MMcs.DScs.MAstat.MLcs.HC
On Valency
published · living versionsW_arrft6hu·v1 · currentpublished
ToolSpace: Scaling Tool-Centric Environment Synthesis for Long-Horizon Agents
with Guanting Dong, Zhichao Sun, Xinyu Yang, Rui Wang +20
1 version
Preprints & journals
300 papers in the corpus · 2013–2026PhoneBuddy: Training Open Models for Agentic Phone Use2606.23049v2 · Zhengyang Tang, Xin Lai, Pengyuan Lyu et al.2026 · 0 citationsarXiv
Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models2606.12273v1 · Jia Deng, Junyi Li, Wayne Xin Zhao et al.2026 · 0 citationsarXiv
Dual-Stream MLP is All You Need for CTR Prediction2606.04944v1 · Kesha Ou, Zhen Tian, Wayne Xin Zhao et al.2026 · 0 citationsarXiv
PhoneWorld: From Real-App Trajectories to Dynamic and Verifiable Environments for Phone-Use Agents2605.29486v3 · Yuxuan Liu, Xin Lai, Junyi Li et al.2026 · 0 citationsarXiv
Siamese foundation models for crystal structure prediction.42091599 · Wu, Liming, Huang, Wenbing, Jiao, Rui et al.2026 · 1 citationNature communications. 2026;17(1)
Reasoning emerges from constrained inference manifolds in large language models2605.08142v1 · Yanbiao Ma, Fei Luo, Linfeng Zhang et al.2026 · 0 citationsarXiv
IBCB: Efficient Inverse Batched Contextual Bandit for Behavioral Evolution History.41489964 · Xu, Yi, Shen, Weiran, Xu, Jun et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(5):5655-5671
Learning to Retrieve from Agent Trajectories2604.04949v1 · Yuqi Zhou, Sunhao Dai, Changle Qu et al.2026 · 0 citationsarXiv
Emulating Clinician Cognition via Self-Evolving Deep Clinical Research2603.10677v1 · Ruiyang Ren, Yuhao Wang, Yunsen Liang et al.2026 · 0 citationsarXiv
Deep Research for Recommender Systems2603.07605v1 · Kesha Ou, Chenghao Wu, Xiaolei Wang et al.2026 · 0 citationsarXiv
ChatShopBuddy: Towards Reliable Conversational Shopping Agents via Reinforcement Learning2603.06065v1 · Yiruo Cheng, Kelong Mao, Tianhao Li et al.2026 · 0 citationsarXiv
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning2603.03379v2 · Jiejun Tan, Zhicheng Dou, Liancheng Zhang et al.2026 · 0 citationsarXiv
CoME: Empowering Channel-of-Mobile-Experts with Informative Hybrid-Capabilities Reasoning2602.24142v2 · Yuxuan Liu, Weikai Xu, Kun Huang et al.2026 · 0 citationsarXiv
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis2601.05808v2 · Xiaoshuai Song, Haofei Chang, Guanting Dong et al.2026 · 0 citationsarXiv
Memory in the Age of AI Agents2512.13564v2 · Yuyang Hu, Shichun Liu, Yanwei Yue et al.2025 · 1 citationarXiv
LLaDA2.0: Scaling Up Diffusion Language Models to 100B2512.15745v2 · Tiwei Bie, Maosong Cao, Kun Chen et al.2025 · 0 citationsarXiv
Discovering physical laws with parallel symbolic enumeration.41272066 · Ruan, Kai, Xu, Yilong, Gao, Ze-Feng et al.2025 · 12 citationsNature computational science. 2025
Nowcast3D: Reliable precipitation nowcasting via gray-box learning2511.04659v4 · Huaguan Chen, Wei Han, Haofei Sun et al.2025 · 0 citationsarXiv
Leveraging LLM-based agents for social science research: insights from citation network simulations2511.03758v3 · Jiarui Ji, Runlin Lei, Xuchen Pan et al.2025 · 1 citationarXiv
DeepAgent: A General Reasoning Agent with Scalable Toolsets2510.21618v3 · Xiaoxi Li, Wenxiang Jiao, Jiarui Jin et al.2025 · 5 citationsarXiv
LLaDA-MoE: A Sparse MoE Diffusion Language Model2509.24389v1 · Fengqi Zhu, Zebin You, Yipeng Xing et al.2025 · 0 citationsarXiv
Masked Diffusion Models as Energy Minimization2509.13866v3 · Sitong Chen, Shen Nie, Jiacheng Sun et al.2025 · 0 citationsPublished at NeurIPS 2025
Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework2509.05007v2 · Jie Chen, Jinhao Jiang, Yingqian Min et al.2025 · 0 citationsarXiv
Addressing Personalized Bias for Unbiased Learning to Rank2508.20798v1 · Zechun Niu, Lang Mei, Liu Yang et al.2025 · 1 citationarXiv
Decomposing the Entropy-Performance Exchange: The Missing Keys to Unlocking Effective Reinforcement Learning2508.02260v1 · Jia Deng, Jie Chen, Zhipeng Chen et al.2025 · 0 citationsarXiv
SUDER: Self-Improving Unified Large Multimodal Models for Understanding and Generation with Dual Self-Rewards2506.07963v3 · Jixiang Hong, Yiran Zhang, Guanzhong Wang et al.2025 · 0 citationsarXiv
ICPC-Eval: Probing the Frontiers of LLM Reasoning with Competitive Programming Contests2506.04894v1 · Shiyi Xu, Yiwen Hu, Yingqian Min et al.2025 · 0 citationsarXiv
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing2505.20245v1 · Rui Li, Quanyu Dai, Zeyu Zhang et al.2025 · 2 citationsarXiv
MMATH: A Multilingual Benchmark for Mathematical Reasoning2505.19126v1 · Wenyang Luo, Wayne Xin Zhao, Jing Sha et al.2025 · 0 citationsarXiv
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models2505.19223v2 · Fengqi Zhu, Rongzhen Wang, Shen Nie et al.2025 · 8 citationsarXiv
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning2505.16410v1 · Guanting Dong, Yifei Chen, Xiaoxi Li et al.2025 · 4 citationsarXiv
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation2505.16810v2 · Bowen Zheng, Xiaolei Wang, Enze Liu et al.2025 · 0 citationsarXiv
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis2505.16834v3 · Shuang Sun, Huatong Song, Yuhao Wang et al.2025 · 1 citationarXiv
LARES: Latent Reasoning for Sequential Recommendation2505.16865v2 · Enze Liu, Bowen Zheng, Xiaolei Wang et al.2025 · 0 citationsarXiv
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning2505.16933v2 · Zebin You, Shen Nie, Xiaolu Zhang et al.2025 · 1 citationarXiv
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning2505.17005v1 · Huatong Song, Jinhao Jiang, Wenqing Tian et al.2025 · 2 citationsarXiv
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization2505.15444v1 · Yutao Zhu, Jiajie Jin, Hongjin Qian et al.2025 · 0 citationsarXiv
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search2505.14680v1 · Sunhao Dai, Wenjie Wang, Liang Pang et al.2025 · 3 citationsarXiv
Neuro-Symbolic Query Compiler2505.11932v1 · Yuyao Zhang, Zhicheng Dou, Xiaoxi Li et al.2025 · 2 citationsarXiv
YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models2505.07581v3 · Lei Wang, Heyang Gao, Xiaohe Bo et al.2025 · 0 citationsarXiv
Benchmarking LLMs' Swarm intelligence2505.04364v4 · Kai Ruan, Mowen Huang, Ji-Rong Wen et al.2025 · 0 citationsarXiv
WebThinker: Empowering Large Reasoning Models with Deep Research Capability2504.21776v2 · Xiaoxi Li, Jiajie Jin, Guanting Dong et al.2025 · 6 citationsarXiv
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User2504.20458v1 · Xiaolei Wang, Chunxuan Xia, Junyi Li et al.2025 · 1 citationarXiv
Slow Thinking for Sequential Recommendation2504.09627v1 · Junjie Zhang, Beichen Zhang, Wenqi Sun et al.2025 · 0 citationsarXiv
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective2504.07898v1 · Qi Liu, Jiaxin Mao, Ji-Rong Wen2025 · 5 citationsarXiv
Pre-training Generative Recommender with Multi-Identifier Item Tokenization2504.04400v3 · Bowen Zheng, Enze Liu, Zhongfu Chen et al.2025 · 1 citationarXiv
Universal Item Tokenization for Transferable Generative Recommendation2504.04405v3 · Bowen Zheng, Hongyu Lu, Yu Chen et al.2025 · 1 citationarXiv
Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models2503.21380v3 · Haoxiang Sun, Yingqian Min, Zhipeng Chen et al.2025 · 1 citationarXiv
FlexWorld: Progressively Expanding 3D Scenes for Flexiable-View Synthesis2503.13265v2 · Luxi Chen, Zihan Zhou, Min Zhao et al.2025 · 0 citationsarXiv
Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation2503.12183v2 · Enze Liu, Bowen Zheng, Wayne Xin Zhao et al.2025 · 7 citationsarXiv
Career total: at least 754 works. 300 are in this corpus.Showing the 50 most recent.
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