Tianyi Zhou

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upvoted a paper 12 days ago

How Can Rhetoric Reward-Hack AI Reviewers? Dissecting Rhetorical Sensitivity in AI-Based Peer Review

Paper • 2608.08975 • Published 19 days ago • 48

upvoted a paper 29 days ago

Weak-to-Strong On-Policy Distillation

Paper • 2607.26246 • Published Jul 28 • 57

upvoted 2 papers about 1 month ago

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning

Paper • 2607.08940 • Published Jul 9 • 2

Visual Contrastive Self-Distillation

Paper • 2607.21556 • Published Jul 23 • 52

upvoted a paper about 2 months ago

Cognitive Episodes in LLM Reasoning Traces Enable Interpretable Human Item Difficulty Prediction

Paper • 2606.28186 • Published Jun 26 • 9

upvoted 6 papers 2 months ago

Multi-Turn Reflective Masking Elicits Reasoning in Mask Diffusion Models

Paper • 2606.16700 • Published Jun 15 • 15

Guava: An Effective and Universal Harness for Embodied Manipulation

Paper • 2606.18363 • Published Jun 16 • 28

Self-Evolving Visual Questioner

Paper • 2606.13929 • Published Jun 11 • 15

Sandboxed Coding Agents are Competitive Omni-modal Task Solvers

Paper • 2606.00579 • Published May 30 • 2

When is Your LLM Steerable?

Paper • 2606.11599 • Published Jun 10 • 9

Skip a Layer or Loop It? Learning Program-of-Layers in LLMs

Paper • 2606.06574 • Published Jun 4 • 25

upvoted a paper 4 months ago

ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

Paper • 2604.18543 • Published Apr 20 • 30

upvoted 2 papers 6 months ago

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook

Paper • 2602.14299 • Published Feb 15 • 27

What does RL improve for Visual Reasoning? A Frankenstein-Style Analysis

Paper • 2602.12395 • Published Feb 12 • 17

upvoted 2 papers 7 months ago

Quantifying the Gap between Understanding and Generation within Unified Multimodal Models

Paper • 2602.02140 • Published Feb 2 • 12

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

Paper • 2601.18744 • Published Jan 26 • 11

upvoted 2 papers 8 months ago

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published Dec 23, 2025 • 16

Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction

Paper • 2512.18880 • Published Dec 21, 2025 • 25

upvoted a paper 9 months ago

V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions

Paper • 2512.11995 • Published Dec 12, 2025 • 10

upvoted a paper 10 months ago

Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs

Paper • 2511.07419 • Published Nov 10, 2025 • 27