Tianyi Zhou

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026
COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation.
CoRR, May, 2026

Superminds Test: Actively Evaluating Collective Intelligence of Agent Society via Probing Agents.
CoRR, April, 2026

Benchmarks for Trajectory Safety Evaluation and Diagnosis in OpenClaw and Codex: ATBench-Claw and ATBench-Codex.
CoRR, April, 2026

When AI Navigates the Fog of War.
CoRR, March, 2026

Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?
CoRR, March, 2026

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook.
CoRR, February, 2026

What does RL improve for Visual Reasoning? A Frankenstein-Style Analysis.
CoRR, February, 2026

Neuro-Symbolic Synergy for Interactive World Modeling.
CoRR, February, 2026

MindCine: Multimodal EEG-to-Video Reconstruction with Large-Scale Pretrained Models.
CoRR, January, 2026

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

MindCross: Fast New Subject Adaptation with Limited Data for Cross-subject Video Reconstruction from Brain Signals.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
PharmaShip: An Entity-Centric, Reading-Order-Supervised Benchmark for Chinese Pharmaceutical Shipping Documents.
CoRR, December, 2025

Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction.
CoRR, December, 2025

TradeTrap: Are LLM-based Trading Agents Truly Reliable and Faithful?
CoRR, December, 2025

Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs.
CoRR, November, 2025

Submodular Context Partitioning and Compression for In-Context Learning.
CoRR, October, 2025

Automated Alignment of Math Items to Content Standards in Large-Scale Assessments Using Language Models.
CoRR, October, 2025

TS-Reasoner: Aligning Time Series Foundation Models with LLM Reasoning.
CoRR, October, 2025

Towards Self-Evolving Benchmarks: Synthesizing Agent Trajectories via Test-Time Exploration under Validate-by-Reproduce Paradigm.
CoRR, October, 2025

Text-Based Approaches to Item Alignment to Content Standards in Large-Scale Reading & Writing Tests.
CoRR, September, 2025

Text-Based Approaches to Item Difficulty Modeling in Large-Scale Assessments: A Systematic Review.
CoRR, September, 2025

Controllable Pareto Trade-off between Fairness and Accuracy.
CoRR, September, 2025

Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report.
CoRR, July, 2025

DistFlow: A Fully Distributed RL Framework for Scalable and Efficient LLM Post-Training.
CoRR, July, 2025

Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs.
CoRR, July, 2025

The 4th Dimension for Scaling Model Size.
CoRR, June, 2025

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding.
CoRR, June, 2025

Personalized Asynchronous Federated Learning for Intelligent Vehicular Computing.
IEEE Trans. Consumer Electron., May, 2025

The Fractional-Order Effect Induced by Space-Time Order Mismatch in Operator Differential Equations.
Symmetry, 2025

MACityChat: Integrating remote sensing professional large model with general-purpose large model for multi-domain urban land use analysis.
Appl. Soft Comput., 2025

Sparser Mixture-of-Adapters with Cross-Layer Generalization.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

RESCUE: Crowd Evacuation Simulation via Controlling SDM-United Characters.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

LUT-HD: Accelerating Hyperdimensional Computing Inference via Efficient Table Lookup.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning.
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Ipvar: Advancing Pathogenicity Prediction Via Hierarchical Fusion of Structure Foundation Models Alphafold 3 and Esm C.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
Fractional-Order Correlation between Special Functions Inspired by Bone Fractal Operators.
Symmetry, 2024

Crowd3D++: Robust Monocular Crowd Reconstruction with Upright Space.
CoRR, 2024

EmoGeoCity: Interactive Visual Exploration of City's Historical and Cultural Evolution Based on Emotional Geography.
Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

2023
Two-point Crossover Operator in Genetic Algorithm for Deep Learning Compiler.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

CAGviz: A Visual Analysis Method to Explore Cyber Asset Graphs of Cybercrime Gangs.
Proceedings of the Advances in Computer Graphics, 2023

2015
On Combining the Dielectrophoresis and Microdevices - Investigation of Hippocampal Neuronal Viability after Implementing Dielectrophoretic Positioning on Multi-Electrode Arrays.
Proceedings of the BIODEVICES 2015, 2015


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