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Lei Hou

Identifiers

  • name variant Lei Hou 0.60 · backfill

Papers (135)

  1. Can LLM-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios? cs.CL · 2026 · author #12
  2. An LMM for Precisely Grounding Elements in Documents cs.CV · 2026 · author #4
  3. A Symmetry Method for Key Vanishing Lemmas and Optimal $2$-Jet Thresholds for Hyperbolicity math.AG · 2026 · author #2
  4. Thermodynamic-Kinetic Decoupling Enables Stable Excitonic Emission in Defect-Tolerant Cu-Based Quantum Dots physics.optics · 2026 · author #4
  5. EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery cs.AI · 2026 · author #7
  6. LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards cs.CL · 2026 · author #3
  7. Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders cs.LG · 2026 · author #5
  8. StoryAlign: Evaluating and Training Reward Models for Story Generation cs.CL · 2026 · author #6
  9. MAIC-UI: Making Interactive Courseware with Generative UI cs.CL · 2026 · author #7
  10. Vanishing of Invariant 2-Jet Differentials and Improved Hyperbolicity Degree Bounds in Dimension Two math.CV · 2026 · author #1
  11. RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension cs.CL · 2026 · author #8
  12. Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models cs.LG · 2025 · author #3
  13. DeepPrune: Parallel Scaling without Inter-trace Redundancy cs.CL · 2025 · author #4
  14. E-21 Level Instability Frequency Dissemination over 2067 km noisy Telecommunication Infrastructure physics.optics · 2025 · author #7
  15. StoryWriter: A Multi-Agent Framework for Long Story Generation cs.CL · 2025 · author #6
  16. A modified Newmark/Newton-Raphson method with automatic differentiation for general nonlinear dynamics analysis cs.CE · 2025 · author #3
  17. VerIF: Verification Engineering for Reinforcement Learning in Instruction Following cs.CL · 2025 · author #5
  18. Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis cs.CL · 2025 · author #4
  19. Are Reasoning Models More Prone to Hallucination? cs.CL · 2025 · author #6
  20. AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios cs.AI · 2025 · author #7
  21. AdaptThink: Reasoning Models Can Learn When to Think cs.CL · 2025 · author #3
  22. Enhanced timing of a 113 km O-TWTFT link with digital maximum likelihood estimation process physics.optics · 2025 · author #5
  23. LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning cs.CL · 2025 · author #9
  24. Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks cs.CL · 2025 · author #14
  25. ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation cs.CL · 2025 · author #7
  26. Invertible Koopman neural operator for data-driven modeling of partial differential equations cs.LG · 2025 · author #3
  27. MRCEval: A Comprehensive, Challenging and Accessible Machine Reading Comprehension Benchmark cs.CL · 2025 · author #3
  28. Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems cs.CL · 2025 · author #6
  29. LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models cs.CV · 2025 · author #7
  30. PairJudge RM: Perform Best-of-N Sampling with Knockout Tournament cs.CL · 2025 · author #5
  31. LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks cs.CL · 2024 · author #9
  32. EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents cs.CL · 2024 · author #5
  33. 113 km absolute ranging with nanometer precision physics.optics · 2024 · author #10
  34. Constraint Back-translation Improves Complex Instruction Following of Large Language Models cs.CL · 2024 · author #5
  35. LongReward: Improving Long-context Large Language Models with AI Feedback cs.CL · 2024 · author #7
  36. Pre-training Distillation for Large Language Models: A Design Space Exploration cs.CL · 2024 · author #6
  37. RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style cs.CL · 2024 · author #5
  38. Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination cs.CL · 2024 · author #10
  39. From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents cs.CY · 2024 · author #26
  40. LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA cs.CL · 2024 · author #8
  41. LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs cs.CL · 2024 · author #6
  42. OpenEP: Open-Ended Future Event Prediction cs.CL · 2024 · author #4
  43. MAVEN-Fact: A Large-scale Event Factuality Detection Dataset cs.CL · 2024 · author #5
  44. Aligning Teacher with Student Preferences for Tailored Training Data Generation cs.CL · 2024 · author #5
  45. Simulating Classroom Education with LLM-Empowered Agents cs.CL · 2024 · author #11
  46. SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation cs.CL · 2024 · author #7
  47. Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models cs.CL · 2024 · author #8
  48. R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models cs.CL · 2024 · author #8
  49. DICE: Detecting In-distribution Contamination in LLM's Fine-tuning Phase for Math Reasoning cs.CL · 2024 · author #5
  50. SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking cs.CL · 2024 · author #14
  51. TacoERE: Cluster-aware Compression for Event Relation Extraction cs.CL · 2024 · author #3
  52. Event GDR: Event-Centric Generative Document Retrieval cs.IR · 2024 · author #6
  53. ADELIE: Aligning Large Language Models on Information Extraction cs.CL · 2024 · author #5
  54. MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification cs.CL · 2024 · author #4
  55. Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models cs.CL · 2024 · author #7
  56. Evaluating Generative Language Models in Information Extraction as Subjective Question Correction cs.CL · 2024 · author #5
  57. A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation cs.CL · 2024 · author #7
  58. Reverse That Number! Decoding Order Matters in Arithmetic Learning cs.CL · 2024 · author #7
  59. Event-level Knowledge Editing cs.CL · 2024 · author #7
  60. CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning cs.CV · 2024 · author #8
  61. KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases cs.CL · 2024 · author #5
  62. LongAlign: A Recipe for Long Context Alignment of Large Language Models cs.CL · 2024 · author #6
  63. How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering cs.CL · 2024 · author #7
  64. Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation cs.LG · 2023 · author #2
  65. Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions cs.CL · 2023 · author #8
  66. MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation cs.CL · 2023 · author #6
  67. When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks cs.CL · 2023 · author #10
  68. WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models cs.CL · 2023 · author #5
  69. Dual-comb spectroscopy over 100km open-air path physics.optics · 2023 · author #14
  70. Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment cs.CL · 2023 · author #6
  71. VidCoM: Fast Video Comprehension through Large Language Models with Multimodal Tools cs.CV · 2023 · author #6
  72. Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach cs.CL · 2023 · author #4
  73. OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding cs.CL · 2023 · author #7
  74. LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding cs.CL · 2023 · author #10
  75. LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts cs.CL · 2023 · author #7
  76. VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering cs.CL · 2023 · author #10
  77. KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding cs.CL · 2023 · author #6
  78. KoLA: Carefully Benchmarking World Knowledge of Large Language Models cs.CL · 2023 · author #31
  79. The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation cs.CL · 2023 · author #5
  80. Benchmarking Foundation Models with Language-Model-as-an-Examiner cs.CL · 2023 · author #13
  81. Learn to Not Link: Exploring NIL Prediction in Entity Linking cs.CL · 2023 · author #5
  82. Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering cs.CL · 2023 · author #8
  83. Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction cs.CL · 2023 · author #9
  84. ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time cs.CL · 2023 · author #5
  85. MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs cs.AI · 2023 · author #9
  86. GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation cs.CV · 2023 · author #10
  87. Syntactically Robust Training on Partially-Observed Data for Open Information Extraction cs.CL · 2023 · author #3
  88. Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization cs.LG · 2022 · author #4
  89. Finding Skill Neurons in Pre-trained Transformer-based Language Models cs.CL · 2022 · author #4
  90. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction cs.CL · 2022 · author #8
  91. A Survey of Knowledge Enhanced Pre-trained Language Models cs.CL · 2022 · author #4
  92. COPEN: Probing Conceptual Knowledge in Pre-trained Language Models cs.CL · 2022 · author #5
  93. EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph cs.CL · 2022 · author #11
  94. Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension cs.CL · 2022 · author #6
  95. ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction cs.CL · 2022 · author #8
  96. Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing cs.CL · 2022 · author #5
  97. A Wavelet Transform and self-supervised learning-based framework for bearing fault diagnosis with limited labeled data cs.CE · 2022 · author #2
  98. Towards a General Pre-training Framework for Adaptive Learning in MOOCs cs.CY · 2022 · author #7
  99. GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation cs.CL · 2022 · author #6
  100. A Roadmap for Big Model cs.LG · 2022 · author #80
  101. 113 km Free-Space Time-Frequency Dissemination at the 19th Decimal Instability physics.ins-det · 2022 · author #5
  102. LEVEN: A Large-Scale Chinese Legal Event Detection Dataset cs.CL · 2022 · author #5
  103. Schema-Free Dependency Parsing via Sequence Generation cs.CL · 2022 · author #9
  104. Interactive Contrastive Learning for Self-supervised Entity Alignment cs.CL · 2022 · author #3
  105. SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning cs.CL · 2022 · author #4
  106. Multimodal Entity Tagging with Multimodal Knowledge Base cs.IR · 2021 · author #3
  107. On Transferability of Prompt Tuning for Natural Language Processing cs.CL · 2021 · author #11
  108. Exploring Universal Intrinsic Task Subspace via Prompt Tuning cs.CL · 2021 · author #10
  109. Program Transfer for Answering Complex Questions over Knowledge Bases cs.AI · 2021 · author #6
  110. Information Cocoons in Online Navigation physics.soc-ph · 2021 · author #1
  111. Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation cs.CL · 2021 · author #4
  112. A new rotating machinery fault diagnosis method based on the Time Series Transformer cs.CE · 2021 · author #2
  113. Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition cs.CL · 2021 · author #6
  114. TWAG: A Topic-Guided Wikipedia Abstract Generator cs.CL · 2021 · author #5
  115. Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making cs.CL · 2021 · author #6
  116. CLEVE: Contrastive Pre-training for Event Extraction cs.CL · 2021 · author #5
  117. TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph cs.CL · 2021 · author #3
  118. Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability cs.AI · 2021 · author #3
  119. Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph cs.CL · 2020 · author #3
  120. KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base cs.CL · 2020 · author #6
  121. Time-Frequency Transfer through a 70 dB Free Space Channel: Towards Satellite-Ground Time Dissemination physics.optics · 2020 · author #10
  122. Course Concept Expansion in MOOCs with External Knowledge and Interactive Game cs.CL · 2019 · author #4
  123. Memories in the Photoluminescence Intermittency of Single Cesium Lead Bromide Nanocrystals physics.app-ph · 2019 · author #1
  124. Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations cs.AI · 2019 · author #4
  125. Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision cs.CL · 2018 · author #2
  126. Neural Collective Entity Linking cs.CL · 2018 · author #2
  127. Differentiating Concepts and Instances for Knowledge Graph Embedding cs.AI · 2018 · author #2
  128. DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization cs.CL · 2018 · author #3
  129. Learning to Embed Sentences Using Attentive Recursive Trees cs.CL · 2018 · author #2
  130. The environmental dependence of the stellar mass fundamental plane of early-type galaxies astro-ph.GA · 2016 · author #1
  131. Stability of similarity measurements for bipartite networks physics.soc-ph · 2015 · author #2
  132. Supercontinuum generation and carrier envelope offset frequency measurement in a tapered single-mode fiber physics.optics · 2014 · author #4
  133. Memory effect of the online user preference physics.soc-ph · 2014 · author #1
  134. The Fundamental Plane Relation of Early-Type Galaxies: Environmental Dependence astro-ph.GA · 2014 · author #1
  135. Explosive Formation and Dynamics of Vapor Nanobubbles around a Continuously Heated Gold Nanosphere cond-mat.mes-hall · 2014 · author #1

Mentions

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Frequent Coauthors