YL
Yafu Li
cs.CLcs.AIcs.LGcs.CVcs.IRcs.CYcs.MAcs.PF
On Valency
published · living versionsW_v3na744u·v1 · currentpublished
WorldProbe: When Video World Models Fall Apart under Long-Horizon Spatial Exploration
with Minqi Wang, Jie Peng, Hejun Dong, Ruchang Yao +6
1 version
Preprints & journals
45 papers in the corpus · 2021–2026From Research Goals to Scientific Closure: Evaluating Agents Through Evidence-Supported Physics Research2610.21767v1 · Yijia Mao, Song Dai, Tao Chen et al.2026 · 0 citationsarXiv
Intern-Decision: Efficient Multimodal Decision Making with Autoregressive Masked Language Modeling2610.22131v1 · Tong Zhu, Zhe Xu, Zefeng He et al.2026 · 0 citationsarXiv
LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation2610.19975v1 · Zefeng He, Yunkai Chai, Xiaoyang Chen et al.2026 · 0 citationsarXiv
LIBERO-Industry: Benchmarking Robotic Manipulation under Industrial Process Constraints2610.16782v2 · Ming Shin Cindy Sung, Duan Leijiahao, Haoxiang Wang et al.2026 · 0 citationsarXiv
Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening2609.18708v1 · Yizhuo Li, Jianhao Yan, Yun Luo et al.2026 · 0 citationsarXiv
SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning2608.14277v1 · Haonan He, Haodi Lei, Yun Luo et al.2026 · 0 citationsarXiv
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments2607.02440v1 · Zhilin Wang, Han Song, Runzhe Zhan et al.2026 · 0 citationsarXiv
ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics2606.10479v1 · Shunkai Zhang, Haoran Zhang, Yun Luo et al.2026 · 0 citationsarXiv
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling2605.13301v1 · Yafu Li, Runzhe Zhan, Haoran Zhang et al.2026 · 0 citationsarXiv
Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs2605.00814v2 · Siyuan Huang, Xiaoye Qu, Yafu Li et al.2026 · 0 citationsarXiv
CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning2604.14768v1 · Zhuo Wang, Zhuo Zhang, Yafu Li et al.2026 · 0 citationsarXiv
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability2604.06628v2 · Qihan Ren, Peng Wang, Ruikun Cai et al.2026 · 0 citationsarXiv
GEMS: Agent-Native Multimodal Generation with Memory and Skills2603.28088v1 · Zefeng He, Siyuan Huang, Xiaoye Qu et al.2026 · 0 citationsarXiv
New Skills or Sharper Primitives? A Probabilistic Perspective on the Emergence of Reasoning in RLVR2602.08281v1 · Zhilin Wang, Yafu Li, Shunkai Zhang et al.2026 · 0 citationsarXiv
Characterizing, Evaluating, and Optimizing Complex Reasoning2602.08498v2 · Haoran Zhang, Yafu Li, Zhi Wang et al.2026 · 0 citationsarXiv
From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG2603.03292v3 · Wenhao Wu, Zhentao Tang, Yafu Li et al.2026 · 0 citationsarXiv
LatentMem: Customizing Latent Memory for Multi-Agent Systems2602.03036v2 · Muxin Fu, Xiangyuan Xue, Yafu Li et al.2026 · 0 citationsarXiv
FaithRL: Learning to Reason Faithfully through Step-Level Faithfulness Maximization2602.03507v2 · Runquan Gui, Yafu Li, Xiaoye Qu et al.2026 · 0 citationsarXiv
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models2512.24165v1 · Zefeng He, Xiaoye Qu, Yafu Li et al.2025 · 0 citationsarXiv
VideoSSR: Video Self-Supervised Reinforcement Learning2511.06281v1 · Zefeng He, Xiaoye Qu, Yafu Li et al.2025 · 0 citationsarXiv
Spotlight on Token Perception for Multimodal Reinforcement Learning2510.09285v2 · Siyuan Huang, Xiaoye Qu, Yafu Li et al.2025 · 0 citationsarXiv
A Survey of Reinforcement Learning for Large Reasoning Models2509.08827v3 · Kaiyan Zhang, Yuxin Zuo, Bingxiang He et al.2025 · 3 citationsarXiv
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning2506.04207v2 · Shuang Chen, Yue Guo, Zhaochen Su et al.2025 · 0 citationsarXiv
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models2505.14810v2 · Tingchen Fu, Jiawei Gu, Yafu Li et al.2025 · 1 citationarXiv
SEE: Continual Fine-tuning with Sequential Ensemble of Experts2504.06664v1 · Zhilin Wang, Yafu Li, Xiaoye Qu et al.2025 · 1 citationarXiv
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond2503.21614v2 · Xiaoye Qu, Yafu Li, Zhao-Chen Su et al.2025 · 2 citationsarXiv
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs2503.04369v1 · Yafu Li, Ronghao Zhang, Zhilin Wang et al.2025 · 2 citationsarXiv
Multi-LLM Collaborative Search for Complex Problem Solving2502.18873v1 · Sen Yang, Yafu Li, Wai Lam et al.2025 · 1 citationarXiv
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing2502.15208v2 · Zhilin Wang, Yafu Li, Jianhao Yan et al.2025 · 3 citationsarXiv
Keys to Robust Edits: from Theoretical Insights to Practical Advances2410.09338v2 · Jianhao Yan, Futing Wang, Yun Luo et al.2024 · 1 citationarXiv
LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation2406.01441v2 · Yongjing Yin, Jiali Zeng, Yafu Li et al.2024 · 0 citationsEMNLP2024 Findings
Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text2405.12689v2 · Yafu Li, Zhilin Wang, Leyang Cui et al.2024 · 7 citationsarXiv
What Have We Achieved on Non-autoregressive Translation?2405.12788v1 · Yafu Li, Huajian Zhang, Jianhao Yan et al.2024 · 2 citationsarXiv
MCRanker: Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers2404.11960v3 · Fang Guo, Wenyu Li, Honglei Zhuang et al.2024 · 7 citationsWSDM 2025: Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining
Potential and Challenges of Model Editing for Social Debiasing2402.13462v1 · Jianhao Yan, Futing Wang, Yafu Li et al.2024 · 0 citationsarXiv
Understanding In-Context Learning from Repetitions2310.00297v3 · Jianhao Yan, Jin Xu, Chiyu Song et al.2023 · 2 citationsarXiv
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models2309.01219v3 · Yue Zhang, Yafu Li, Leyang Cui et al.2023 · 529 citationsarXiv
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning2308.08747v5 · Yun Luo, Zhen Yang, Fandong Meng et al.2023 · 133 citationsarXiv
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation2307.04018v1 · Yulong Chen, Huajian Zhang, Yijie Zhou et al.2023 · 5 citationsarXiv
Explicit Syntactic Guidance for Neural Text Generation2306.11485v2 · Yafu Li, Leyang Cui, Jianhao Yan et al.2023 · 6 citationsarXiv
MAGE: Machine-generated Text Detection in the Wild2305.13242v3 · Yafu Li, Qintong Li, Leyang Cui et al.2023 · 88 citationsarXiv
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective2211.08073v4 · Linyi Yang, Shuibai Zhang, Libo Qin et al.2022 · 36 citationsarXiv
Multi-Granularity Optimization for Non-Autoregressive Translation2210.11017v1 · Yafu Li, Leyang Cui, Yongjing Yin et al.2022 · 10 citationsarXiv
Categorizing Semantic Representations for Neural Machine Translation2210.06709v1 · Yongjing Yin, Yafu Li, Fandong Meng et al.2022 · 7 citationsarXiv
On Compositional Generalization of Neural Machine Translation2105.14802v1 · Yafu Li, Yongjing Yin, Yulong Chen et al.2021 · 25 citationsarXiv
Career total: 58 works. 45 are in this corpus.
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