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RubinSun 

authored 7 papers 1 day ago

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment

Paper • 2402.19085 • Published Feb 29, 2024

OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction

Paper • 2408.08585 • Published Aug 16, 2024

Staying in the Sweet Spot: Responsive Reasoning Evolution via Capability-Adaptive Hint Scaffolding

Paper • 2509.06923 • Published Sep 8, 2025 • 22

Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization

Paper • 2502.05605 • Published Feb 8, 2025

Learning to Focus: Causal Attention Distillation via Gradient-Guided Token Pruning

Paper • 2506.07851 • Published Jun 9, 2025

Less Noise, More Voice: Reinforcement Learning for Reasoning via Instruction Purification

Paper • 2601.21244 • Published 14 days ago • 12

AgentSkiller: Scaling Generalist Agent Intelligence through Semantically Integrated Cross-Domain Data Synthesis

Paper • 2602.09372 • Published 2 days ago • 4

Jeryi 

submitted a paper to Daily Papers 1 day ago

DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents

Paper • 2602.07035 • Published 9 days ago • 27

yutaozhu94 

submitted a paper to Daily Papers 2 days ago

GISA: A Benchmark for General Information-Seeking Assistant

Paper • 2602.08543 • Published 3 days ago • 22

FanmengWang 

authored a paper 10 days ago

ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought

Paper • 2601.23184 • Published 13 days ago • 35

Jeryi 

submitted a paper to Daily Papers 10 days ago

Deep Search with Hierarchical Meta-Cognitive Monitoring Inspired by Cognitive Neuroscience

Paper • 2601.23188 • Published 13 days ago • 7

LulaCola 

submitted a paper to Daily Papers 22 days ago

DARC: Decoupled Asymmetric Reasoning Curriculum for LLM Evolution

Paper • 2601.13761 • Published 23 days ago • 16

Jeryi 

submitted a paper to Daily Papers 24 days ago

When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs

Paper • 2601.11000 • Published 27 days ago • 26

hyp1231 

authored a paper 27 days ago

Deriving Character Logic from Storyline as Codified Decision Trees

Paper • 2601.10080 • Published 28 days ago • 6

KID-22 

submitted a paper to Daily Papers 27 days ago

MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching

Paper • 2601.10712 • Published 28 days ago • 24

hyp1231 

authored a paper about 1 month ago

Codified Foreshadowing-Payoff Text Generation

Paper • 2601.07033 • Published Jan 11 • 3

zhangboguodong 

submitted a paper to Daily Papers about 1 month ago

ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration

Paper • 2601.06860 • Published Jan 11 • 16

leolhb 

submitted a paper to Daily Papers about 1 month ago

ROI-Reasoning: Rational Optimization for Inference via Pre-Computation Meta-Cognition

Paper • 2601.03822 • Published Jan 7 • 24

leolhb 

authored 2 papers about 1 month ago

CodeS: Towards Building Open-source Language Models for Text-to-SQL

Paper • 2402.16347 • Published Feb 26, 2024 • 1

Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL

Paper • 2502.11656 • Published Feb 17, 2025