YL
Yuan Lu
cs.CVcs.LGcs.AIcs.CLcs.GRcs.MMstat.MLAlgorithmseess.ASeess.IV
On Valency
published · living versionsW_evw6musx·v1 · currentpublished
Harness-S: Learning from Sibling Harnesses for Generalizable Agent Training
with Kangning Zhang, Wenxiang Jiao, Bowen Fang, Shuai Shao +6
1 version
Preprints & journals
152 papers in the corpus · 2015–2026Deep Time-Series Forecasting in 10 Years: A Survey.42853722 · Wang, Hao, Pan, Licheng, Wen, Qingsong et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;PP
RubricArmor: Adversarial Evolution Improves LLM-Based Rubric Generation2610.05308v1 · Haocheng Yang, Yuchao Zhang, Licheng Pan et al.2026 · 0 citationsarXiv
SkillGate: Training In-Policy Skill Selection in Long-Horizon Agents2608.18852v1 · Qingyao Li, Wenxiang Jiao, Shuai Shao et al.2026 · 0 citationsarXiv
StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding2608.05703v1 · Xichen Zhang, Guankai Li, Yinghao Zhu et al.2026 · 0 citationsarXiv
Harness-R1: Learning to Edit Executable Runtime Harnesses from Agent Failure Trajectories2608.02276v1 · Shuai Shao, Kangning Zhang, Qingyao Li et al.2026 · 0 citationsarXiv
VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation2607.28590v1 · Kangning Zhang, Yixing Li, Shuai Shao et al.2026 · 0 citationsarXiv
Rubrics on Trial: Evolving Rubrics from a Single Query via Synthetic Pairwise Evidence2607.15092v2 · Haocheng Yang, Licheng Pan, Yuan Lu et al.2026 · 0 citationsarXiv
Uncertainty-Aware Reward Modeling for Stable RLHF2606.19818v1 · Licheng Pan, Haocheng Yang, Haoxuan Li et al.2026 · 0 citationsarXiv
SafeRun: Enabling Determinism in LLM Planning for Running2606.09027v1 · Meilin Chen, Zepeng Zhai, Jiaxuan Zhao et al.2026 · 0 citationsarXiv
MMSkills: Towards Multimodal Skills for General Visual Agents2605.13527v3 · Kangning Zhang, Shuai Shao, Qingyao Li et al.2026 · 0 citationsarXiv
HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents2605.07177v2 · Guankai Li, Jiabin Chen, Yi Xu et al.2026 · 0 citationsarXiv
Optimal Transport for LLM Reward Modeling from Noisy Preference2605.06036v1 · Licheng Pan, Haochen Yang, Haoxuan Li et al.2026 · 0 citationsarXiv
MuSEAgent: A Multimodal Reasoning Agent with Stateful Experiences2603.27813v1 · Shijian Wang, Jiarui Jin, Runhao Fu et al.2026 · 0 citationsarXiv
Unbiased Reward Modeling from Implicit Feedback for LLM Alignment2603.23184v2 · Hao Wang, Haocheng Yang, Licheng Pan et al.2026 · 0 citationsICML 2026
CausalRM: Causal-Theoretic Reward Modeling for RLHF from Observational User Feedbacks2603.18736v1 · Hao Wang, Licheng Pan, Zhichao Chen et al.2026 · 0 citationsarXiv
GlyphBanana: Advancing Precise Text Rendering Through Agentic Workflows2603.12155v1 · Zexuan Yan, Jiarui Jin, Yue Ma et al.2026 · 0 citationsarXiv
Tool-Genesis: A Task-Driven Tool Creation Benchmark for Self-Evolving Language Agent2603.05578v1 · Bowei Xia, Mengkang Hu, Shijian Wang et al.2026 · 0 citationsarXiv
OmniGAIA: Towards Native Omni-Modal AI Agents2602.22897v3 · Xiaoxi Li, Wenxiang Jiao, Jiarui Jin et al.2026 · 1 citationarXiv
LLaDA2.1: Speeding Up Text Diffusion via Token Editing2602.08676v3 · Tiwei Bie, Maosong Cao, Xiang Cao et al.2026 · 0 citationsarXiv
Rewards as Labels: Revisiting RLVR from a Classification Perspective2602.05630v4 · Zepeng Zhai, Meilin Chen, Jiaxuan Zhao et al.2026 · 0 citationsarXiv
Deep Time-series Forecasting Needs Kernelized Moment Balancing2602.00717v2 · Licheng Pan, Haocheng Yang, Shuting He et al.2026 · 0 citationsarXiv
TourPlanner: A Competitive Consensus Framework with Constraint-Gated Reinforcement Learning for Travel Planning2601.04698v1 · Yinuo Wang, Mining Tan, Wenxiang Jiao et al.2026 · 0 citationsarXiv
Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback2512.22336v1 · Mengkang Hu, Bowei Xia, Yuran Wu et al.2025 · 0 citationsarXiv
Synthetic Curriculum Reinforces Compositional Text-to-Image Generation2511.18378v1 · Shijian Wang, Runhao Fu, Siyi Zhao et al.2025 · 0 citationsarXiv
LoopTool: Closing the Data-Training Loop for Robust LLM Tool Calls2511.09148v2 · Kangning Zhang, Wenxiang Jiao, Kounianhua Du et al.2025 · 1 citationarXiv
DistDF: Time-Series Forecasting Needs Joint-Distribution Wasserstein Alignment2510.24574v3 · Hao Wang, Licheng Pan, Yuan Lu et al.2025 · 0 citationsICLR 2026
Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models2511.00053v2 · Hao Wang, Licheng Pan, Yuan Lu et al.2025 · 0 citationsICLR 2026
Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning2510.23473v1 · Shijian Wang, Jiarui Jin, Xingjian Wang et al.2025 · 0 citationsarXiv
DeepAgent: A General Reasoning Agent with Scalable Toolsets2510.21618v3 · Xiaoxi Li, Wenxiang Jiao, Jiarui Jin et al.2025 · 5 citationsarXiv
In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding2507.14298v1 · Wan-Cyuan Fan, Yen-Chun Chen, Mengchen Liu et al.2025 · 0 citationsarXiv
SinDiffusion: Learning a Diffusion Model From a Single Natural Image.40031359 · Wang, Weilun, Bao, Jianmin, Zhou, Wengang et al.2025 · 40 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(5):3412-3423
OmniTracker: Unifying Visual Object Tracking by Tracking-With-Detection.40030997 · Wang, Junke, Wu, Zuxuan, Chen, Dongdong et al.2025 · 25 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(4):3159-3174
Pluralistic Salient Object Detection.40202877 · Feng, Xuelu, Li, Yunsheng, Chen, Dongdong et al.2025 · 3 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:2325-2337
Investigating the Scaling Effect of Instruction Templates for Training Multimodal Language Model2412.08307v3 · Shijian Wang, Linxin Song, Jieyu Zhang et al.2024 · 0 citationsarXiv
On Pre-training of Multimodal Language Models Customized for Chart Understanding2407.14506v3 · Wan-Cyuan Fan, Yen-Chun Chen, Mengchen Liu et al.2024 · 1 citationarXiv
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge2407.04681v1 · Yuanze Lin, Yunsheng Li, Dongdong Chen et al.2024 · 1 citationarXiv
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone2404.14219v4 · Marah Abdin, Jyoti Aneja, Hany Awadalla et al.2024 · 165 citationsarXiv
Efficient Modulation for Vision Networks2403.19963v1 · Xu Ma, Xiyang Dai, Jianwei Yang et al.2024 · 16 citationsarXiv
OmniVid: A Generative Framework for Universal Video Understanding2403.17935v1 · Junke Wang, Dongdong Chen, Chong Luo et al.2024 · 22 citationsarXiv
Generative Enhancement for 3D Medical Images2403.12852v2 · Lingting Zhu, Noel Codella, Dongdong Chen et al.2024 · 7 citationsarXiv
HyCTAS: Multi-Objective Hybrid Convolution-Transformer Architecture Search for Real-Time Image Segmentation2403.10413v3 · Hongyuan Yu, Cheng Wan, Xiyang Dai et al.2024 · 9 citationsarXiv
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse Views2312.17250v1 · Chin-Hsuan Wu, Yen-Chun Chen, Bolivar Solarte et al.2023 · 5 citationsarXiv
Fully Authentic Visual Question Answering Dataset from Online Communities2311.15562v4 · Chongyan Chen, Mengchen Liu, Noel Codella et al.2023 · 3 citationsarXiv
Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models2311.16103v2 · Munan Ning, Bin Zhu, Yujia Xie et al.2023 · 22 citationsarXiv
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks2311.06242v1 · Bin Xiao, Haiping Wu, Weijian Xu et al.2023 · 307 citationsarXiv
PersonMAE: Person Re-Identification Pre-Training with Masked AutoEncoders2311.04496v1 · Hezhen Hu, Xiaoyi Dong, Jianmin Bao et al.2023 · 16 citationsarXiv
Exploring Invariance in Images through One-way Wave Equations2310.12976v2 · Yinpeng Chen, Dongdong Chen, Xiyang Dai et al.2023 · 0 citationsarXiv
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection2310.12152v1 · Lingchen Meng, Xiyang Dai, Jianwei Yang et al.2023 · 9 citationsarXiv
LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following2310.12344v1 · Cheng-Fu Yang, Yen-Chun Chen, Jianwei Yang et al.2023 · 6 citationsarXiv
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance2309.12314v1 · Kan Wu, Houwen Peng, Zhenghong Zhou et al.2023 · 89 citationsarXiv
Career total: 210 works. 152 are in this corpus.Showing the 50 most recent.
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