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Zhe Zheng

9 accepted papers

2026

A Tri-Axial FBG-Based Force Sensor at the Tool Tip of a Continuum Manipulator for Single-Port Access Surgery

ICRA 2026poster

Abstract— The absence of force feedback remains a major bottleneck in the development of robotic laparoendoscopic single-site (R-LESS) surgery, reducing the control precision of surgical instruments and increasing the risk of tissue damage. To address this challenge, we propose a miniature triaxial …

Cited by 0Scholar
2026

Context-Aware Reaonser : Enhancing Contextual Reasoning in Multimodal Large Language Models

ICML 2026poster

Multimodal large language models (MLLMs) have demonstrated remarkable reasoning capabilities over internalized knowledge. However, current research overlooks contextual reasoning, the ability to reason based on the relevant information present in the context. To investigate this issue, we construct …

Cited by 0SourceScholar
2025

AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification

EMNLP 2025

Large language models (LLMs) have demonstrated remarkable capabilities in tool learning. In real-world scenarios, user queries are often ambiguous and incomplete, requiring effective clarification. However, existing interactive clarification approaches face two critical limitations: reliance on manu

Cited by 0SourcePDFScholar
2025

G2LDetect: A Global-to-Local Approach for Hallucination Detection

AAAI 2025technical

Hallucination detection has attracted considerable interest due to the tendency of language models to generate texts that contain hallucinations. Most existing methods start with specific local details directly extracted from text, then aggregate to form the final conclusion. However, this direct ex…

2025

Logic: Long-form Outline Generation via Imitative and Critical Self-refinement

EMNLP 2025

Long-form outline generation for expository articles requires both comprehensive knowledge coverage and logical coherence, which is essential for creating detailed Wikipedia-like content. However, existing methods face critical limitations: outlines generated in the pre-writing stage often have low

Cited by 0SourcePDFScholar
2025

Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities

ACL 2025finding

Humans continually engage in reasoning about others’ mental states, a capability known as Theory of Mind (ToM), is essential for social interactions. While this social reasoning capability emerges naturally in human cognitive development, how has the social reasoning capability of Large Language Mod…

Cited by 0SourcePDFScholar
2025

Two-dimensional Trajectory Tracking of a Magnetic Continuum Robot by Optimal Magnet Manipulation

IROS 2025

The steerability of catheter is critical to the success of interventional procedure. In this paper, a magnetic continuum robot is presumably mounted to the distal of a catheter to pull it in the narrow, bifurcate, tortuous pathways of the blood vessels. The continuum robot is actuated by a permanent

Cited by 1SourceScholar
2024

Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder

AAAI 2024technical

Origin-destination (OD) crowd flow, if more accurately inferred at a fine-grained level, has the potential to enhance the efficacy of various urban applications. While in practice for mining OD crowd flow with effect, the problem of spatially interpolating OD crowd flow occurs since the ineluctable…

Cited by 4SourcePDFScholar