Junxian He
- Papers
- 41
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Authored papers
41Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations
arXiv 2026
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios
arXiv 2026
DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use
arXiv 2026
LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth
arXiv 2026
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild
arXiv 2025
Predictive Data Selection: The Data That Predicts Is the Data That Teaches
arXiv 2025
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
arXiv 2025
CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction
arXiv 2025
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention
arXiv 2025
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
arXiv 2025
WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents
arXiv 2025
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond
arXiv 2025
Mirage or Method? How Model-Task Alignment Induces Divergent RL Conclusions
arXiv 2025
On the Perception Bottleneck of VLMs for Chart Understanding
arXiv 2025
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
arXiv 2025
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
arXiv 2025
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
arXiv 2025
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
arXiv 2025
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
arXiv 2025
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization
arXiv 2025
Compression Represents Intelligence Linearly
arXiv 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
arXiv 2024
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
arXiv 2024
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
dart-math-difficulty-aware-rejection-tuning
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
arXiv 2024
Non-myopic Generation of Language Models for Reasoning and Planning
arXiv 2024
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
c-eval-a-multi-level-multi-discipline-chinese
A Survey of Reasoning with Foundation Models
arXiv 2023
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
arXiv 2023
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
arXiv 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models
NeurIPS 2023 11
Evaluating Factual Consistency of Summaries with Large Language Models
arXiv 2023
InstructCoder: Instruction Tuning Large Language Models for Code Editing
arXiv 2023
Composing Parameter-Efficient Modules with Arithmetic Operations
arXiv 2023
Contrastive Learning of Sentence Embeddings from Scratch
arXiv 2023
GeoGalactica: A Scientific Large Language Model in Geoscience
arXiv 2023
Automatic Model Selection with Large Language Models for Reasoning
arXiv 2023
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval
arXiv 2022
Mega: Moving Average Equipped Gated Attention
arXiv 2022
Towards a Unified View of Parameter-Efficient Transfer Learning
towards-a-unified-view-of-parameter-efficient
CTRLsum: Towards Generic Controllable Text Summarization
ctrlsum-towards-generic-controllable-text
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