DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Jiahao, Xu, Shaoxuan, Sun, Zhongxiang, Zhu, Fengqi, Ou, Jingyang, Shi, Yuling, Li, Chongxuan, Zhang, Xiao, Xu, Jun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Principled RL for Diffusion LLMs Emerges from a Sequence-Level Perspective
by: Ou, Jingyang, et al.
Published: (2025)
by: Ou, Jingyang, et al.
Published: (2025)
Large Language Diffusion Models
by: Nie, Shen, et al.
Published: (2025)
by: Nie, Shen, et al.
Published: (2025)
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
by: Ou, Jingyang, et al.
Published: (2024)
by: Ou, Jingyang, et al.
Published: (2024)
UltraLLaDA: Scaling the Context Length to 128K for Diffusion Large Language Models
by: He, Guangxin, et al.
Published: (2025)
by: He, Guangxin, et al.
Published: (2025)
HomeSafe-Bench: Evaluating Vision-Language Models on Unsafe Action Detection for Embodied Agents in Household Scenarios
by: Pu, Jiayue, et al.
Published: (2026)
by: Pu, Jiayue, et al.
Published: (2026)
Aligning Large Language Models with Searcher Preferences
by: Wu, Wei, et al.
Published: (2026)
by: Wu, Wei, et al.
Published: (2026)
Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective
by: Sun, Zhongxiang, et al.
Published: (2025)
by: Sun, Zhongxiang, et al.
Published: (2025)
Scaling up Masked Diffusion Models on Text
by: Nie, Shen, et al.
Published: (2024)
by: Nie, Shen, et al.
Published: (2024)
Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models
by: Li, Gen, et al.
Published: (2024)
by: Li, Gen, et al.
Published: (2024)
Towards Understanding Continual Factual Knowledge Acquisition of Language Models: From Theory to Algorithm
by: Wang, Haoyu, et al.
Published: (2026)
by: Wang, Haoyu, et al.
Published: (2026)
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
by: Zhao, Min, et al.
Published: (2024)
by: Zhao, Min, et al.
Published: (2024)
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
by: Li, Jia-Nan, et al.
Published: (2025)
by: Li, Jia-Nan, et al.
Published: (2025)
Chem3DLLM: 3D Multimodal Large Language Models for Chemistry
by: Jiang, Lei, et al.
Published: (2025)
by: Jiang, Lei, et al.
Published: (2025)
O$^2$-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering
by: Mei, Jianbiao, et al.
Published: (2025)
by: Mei, Jianbiao, et al.
Published: (2025)
Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting
by: Chen, Wei, et al.
Published: (2025)
by: Chen, Wei, et al.
Published: (2025)
3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
by: Hu, Wenbo, et al.
Published: (2025)
by: Hu, Wenbo, et al.
Published: (2025)
AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play
by: Xu, Ran, et al.
Published: (2025)
by: Xu, Ran, et al.
Published: (2025)
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
by: Chen, Zehui, et al.
Published: (2024)
by: Chen, Zehui, et al.
Published: (2024)
Large Language Model-Enhanced Multi-Armed Bandits
by: Sun, Jiahang, et al.
Published: (2025)
by: Sun, Jiahang, et al.
Published: (2025)
Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning
by: Ko, Dayoon, et al.
Published: (2025)
by: Ko, Dayoon, et al.
Published: (2025)
LightSearcher: Efficient DeepSearch via Experiential Memory
by: Lan, Hengzhi, et al.
Published: (2025)
by: Lan, Hengzhi, et al.
Published: (2025)
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations
by: Xue, Kaiwen, et al.
Published: (2024)
by: Xue, Kaiwen, et al.
Published: (2024)
GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items
by: Shen, Chenglei, et al.
Published: (2026)
by: Shen, Chenglei, et al.
Published: (2026)
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution
by: Qin, Tianrui, et al.
Published: (2025)
by: Qin, Tianrui, et al.
Published: (2025)
DiffusionGS: Generative Search with Query Conditioned Diffusion in Kuaishou
by: Li, Qinyao, et al.
Published: (2025)
by: Li, Qinyao, et al.
Published: (2025)
Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement
by: Xie, Guanwen, et al.
Published: (2024)
by: Xie, Guanwen, et al.
Published: (2024)
From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons
by: Ma, Xiangyu, et al.
Published: (2026)
by: Ma, Xiangyu, et al.
Published: (2026)
Effective and Efficient Masked Image Generation Models
by: You, Zebin, et al.
Published: (2025)
by: You, Zebin, et al.
Published: (2025)
DynaSearcher: Dynamic Knowledge Graph Augmented Search Agent via Multi-Reward Reinforcement Learning
by: Hao, Chuzhan, et al.
Published: (2025)
by: Hao, Chuzhan, et al.
Published: (2025)
Dynamic Evaluation of Large Language Models by Meta Probing Agents
by: Zhu, Kaijie, et al.
Published: (2024)
by: Zhu, Kaijie, et al.
Published: (2024)
Search, Do not Guess: Teaching Small Language Models to Be Effective Search Agents
by: Liu, Yizhou, et al.
Published: (2026)
by: Liu, Yizhou, et al.
Published: (2026)
DLLM Agent: See Farther, Run Faster
by: Zhen, Huiling, et al.
Published: (2026)
by: Zhen, Huiling, et al.
Published: (2026)
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
by: Song, Huatong, et al.
Published: (2025)
by: Song, Huatong, et al.
Published: (2025)
An Explicit Syllogistic Legal Reasoning Framework for Large Language Models
by: Zhang, Kepu, et al.
Published: (2025)
by: Zhang, Kepu, et al.
Published: (2025)
The Emergence of Altruism in Large-Language-Model Agents Society
by: Li, Haoyang, et al.
Published: (2025)
by: Li, Haoyang, et al.
Published: (2025)
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding
by: Hu, Yuxuan, et al.
Published: (2025)
by: Hu, Yuxuan, et al.
Published: (2025)
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
by: Zhu, Fengqi, et al.
Published: (2025)
by: Zhu, Fengqi, et al.
Published: (2025)
CAMEL: Continuous Action Masking Enabled by Large Language Models for Reinforcement Learning
by: Zhao, Yanxiao, et al.
Published: (2025)
by: Zhao, Yanxiao, et al.
Published: (2025)
From Correction to Mastery: Reinforced Distillation of Large Language Model Agents
by: Lyu, Yuanjie, et al.
Published: (2025)
by: Lyu, Yuanjie, et al.
Published: (2025)
Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agents
by: Xu, Tianshi, et al.
Published: (2026)
by: Xu, Tianshi, et al.
Published: (2026)
Similar Items
-
Principled RL for Diffusion LLMs Emerges from a Sequence-Level Perspective
by: Ou, Jingyang, et al.
Published: (2025) -
Large Language Diffusion Models
by: Nie, Shen, et al.
Published: (2025) -
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
by: Ou, Jingyang, et al.
Published: (2024) -
UltraLLaDA: Scaling the Context Length to 128K for Diffusion Large Language Models
by: He, Guangxin, et al.
Published: (2025) -
HomeSafe-Bench: Evaluating Vision-Language Models on Unsafe Action Detection for Embodied Agents in Household Scenarios
by: Pu, Jiayue, et al.
Published: (2026)