Yuchen Li

Orcid: 0000-0002-3869-7881

Affiliations:

Baidu Inc., Beijing, China
Shanghai Jiao Tong University, China (PhD 2024)
Dalian University of Technology, Dalian, Liaoning, China (former)

According to our database¹, Yuchen Li authored at least 51 papers between 2018 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

SEAL: Can Saturated Benchmarks Be Revived by LLM-as-a-Meta-Judge?

[BibT_eX]

[DOI]

CoRR, May, 2026

Measuring Maximum Activations in Open Large Language Models.

[BibT_eX]

[DOI]

CoRR, May, 2026

EndPrompt: Efficient Long-Context Extension via Terminal Anchoring.

[BibT_eX]

[DOI]

CoRR, May, 2026

MOSAIC: Composable Safety Alignment with Modular Control Tokens.

[BibT_eX]

[DOI]

CoRR, March, 2026

Not All Preferences Are Created Equal: Stability-Aware and Gradient-Efficient Alignment for Reasoning Models.

[BibT_eX]

[DOI]

CoRR, February, 2026

S$^{3}$PRank: Toward Satisfaction-Oriented Learning to Rank With Semi-Supervised Pre-Training.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., January, 2026

Agentic-R: Learning to Retrieve for Agentic Search.

[BibT_eX]

[DOI]

CoRR, January, 2026

Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models.

[BibT_eX]

[DOI]

CoRR, January, 2026

FlexSpec: Frozen Drafts Meet Evolving Targets in Edge-Cloud Collaborative LLM Speculative Decoding.

[BibT_eX]

[DOI]

CoRR, January, 2026

SageCopilot: An LLM-Empowered Autonomous Agent for Data Science as a Service.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2026

ReflectRAG: Enhancing retrieval-augmented generation with GRPO-optimized iterative reflection.

[BibT_eX]

[DOI]

Neurocomputing, 2026

Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

Retain to Refine: Adaptive Online Question Answering via Query Routing and Long-Short Memory.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability.

[BibT_eX]

[DOI]

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Efficient Thought Space Exploration Through Strategic Intervention.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

VPN: Visual Prompt Navigation.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Grounding Long-Context Reasoning with Contextual Normalization for Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, October, 2025

AdaSwitch: Adaptive Switching Generation for Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, October, 2025

UCMM: Unsupervised Convolutional Networks for Accurate and Efficient Map Matching With Mobile Cellular Data.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., July, 2025

Towards AI Search Paradigm.

[BibT_eX]

[DOI]

CoRR, June, 2025

TagRec: Temporal-Aware Graph Contrastive Learning With Theoretical Augmentation for Sequential Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2025

Rethinking Resource Management in Edge Learning: A Joint Pre-Training and Fine-Tuning Design Paradigm.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., February, 2025

MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

RankElectra: Semi-supervised Pre-training of Learning-to-Rank Electra for Web-scale Search.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Multi-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

FULTR: A Large-Scale Fusion Learning to Rank Dataset and Its Application for Satisfaction-Oriented Ranking.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

RankExpert: A Mixture of Textual-and-Behavioral Experts for Multi-Objective Learning-to-Rank in Web Search.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

M2oERank: Multi-Objective Mixture-of-Experts Enhanced Ranking for Satisfaction-Oriented Web Search.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

VariGen: Controllable Image Generation Via Personalized Diffusion Framework.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

Enhancing Retrieval-Augmented Generation via Evidence Tree Search.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

When Search Engine Services Meet Large Language Models: Visions and Challenges.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2024

Multi-purpose RNA language modelling with motif-aware pretraining and type-guided fine-tuning.

[BibT_eX]

[DOI]

Nat. Mac. Intell., 2024

Pre-trained Molecular Language Models with Random Functional Group Masking.

[BibT_eX]

[DOI]

CoRR, 2024

Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract).

[BibT_eX]

[DOI]

CoRR, 2024

Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract).

[BibT_eX]

[DOI]

CoRR, 2024

Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2023

MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2023

LtrGCN: Large-Scale Graph Convolutional Networks-Based Learning to Rank for Web Search.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

S2phere: Semi-Supervised Pre-training for Web Search over Heterogeneous Learning to Rank Data.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Meta Hierarchical Reinforced Learning to Rank for Recommendation: A Comprehensive Study in MOOCs.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Learning-based congestion control simulator for mobile internet education.

[BibT_eX]

[DOI]

Proceedings of the MobiArch@MobiCom 2021: Proceedings of the 16th ACM Workshop on Mobility in the Evolving Internet Architecture, 2021

2018

Adaptively Shaping Reinforcement Learning Agents via Human Reward.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Yuchen Li

Timeline

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