Lee Zhicheng

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upvoted a paper 18 days ago

Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards

Paper • 2601.06021 • Published 20 days ago • 43

upvoted a paper about 1 month ago

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 214

upvoted a paper 3 months ago

Glyph: Scaling Context Windows via Visual-Text Compression

Paper • 2510.17800 • Published Oct 20, 2025 • 68

upvoted a paper 4 months ago

Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models

Paper • 2510.11683 • Published Oct 13, 2025 • 15

upvoted a collection 4 months ago

GLM-4.6

Collection

7 items • Updated Nov 5, 2025 • 52

upvoted 3 papers 4 months ago

DeepPrune: Parallel Scaling without Inter-trace Redundancy

Paper • 2510.08483 • Published Oct 9, 2025 • 24

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Paper • 2510.02209 • Published Oct 2, 2025 • 54

SIRI: Scaling Iterative Reinforcement Learning with Interleaved Compression

Paper • 2509.25176 • Published Sep 29, 2025 • 14

upvoted 2 papers 6 months ago

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Paper • 2507.01006 • Published Jul 1, 2025 • 250

GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Paper • 2508.06471 • Published Aug 8, 2025 • 205

upvoted a paper 7 months ago

LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

Paper • 2506.18841 • Published Jun 23, 2025 • 56

upvoted 5 papers 8 months ago

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos

Paper • 2506.04141 • Published Jun 4, 2025 • 29

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis

Paper • 2506.04142 • Published Jun 4, 2025 • 27

SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models

Paper • 2506.04180 • Published Jun 4, 2025 • 34

Are Reasoning Models More Prone to Hallucination?

Paper • 2505.23646 • Published May 29, 2025 • 24

Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models

Paper • 2505.20152 • Published May 26, 2025 • 11

upvoted 3 papers 9 months ago

AdaptThink: Reasoning Models Can Learn When to Think

Paper • 2505.13417 • Published May 19, 2025 • 83

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6, 2025 • 189

An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes

Paper • 2504.15270 • Published Apr 21, 2025 • 9

upvoted a paper 10 months ago

AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning

Paper • 2411.16495 • Published Nov 25, 2024 • 3