collaborators

15 papers

math.RA2026

A Proof of the Dittert Conjecture via Boundary Rigidity

Xinan Dai, Wenhao Deng, Yingdong Shi +2

Let be the simplex of nonnegative matrices whose entries sum to . For in , with row sums and column sums $c_1,\l…

math.GR2026

Topological isomorphism of procountable groups is universal analytic

Xinan Dai, Wenhao Deng, Yingdong Shi +2

We prove that topological isomorphism of procountable groups is a universal analytic equivalence relation, answering a question of Gao, Nies, and Paolini. The same conclusion follo…

math.DS2026

The Borel complexity of conjugacy for Cantor minimal systems

Xinan Dai, Wenhao Deng, Yingdong Shi +2

We prove that conjugacy of minimal homeomorphisms of the Cantor space is Borel bireducible with isomorphism of countable graphs, answering the Cantor minimal case of a question of…

math.CO2026

Self-complementary completions on six vertices

Xinan Dai, Wenhao Deng, Yingdong Shi +2

Let \(\cthreshold(n)\) be the largest integer \(q\) such that every loopless digraph on \(n\) vertices with at most \(q\) arcs is isomorphic to a spanning subdigraph of a self-comp…

math.FA2026

The Minimum Cardinality of a Dependent Finite Gabor System Is Four

Xinan Dai, Wenhao Deng, Yingdong Shi +2

Recent work produced a linearly dependent system of twelve time--frequency shifts of a Schwartz function, disproving the HRT conjecture. We show that four shifts already suffice, a…

math.FA2026

Bounded Representatives in Critical Sobolev-Hodge Spaces

Xinan Dai, Wenhao Deng, Yidong Shi +2

Let , , and . We prove that every has a representative with $…

math.GR2026

A Finite E-Group of Nilpotency Class Three

Xinan Dai, Wenhao Deng, Yidong Shi +2

A group is an E-group if every element commutes with each of its endomorphic images. Caranti asked whether a finite E-group can have nilpotency class three. We prove that the -g…

math.CO2026

A Negative Answer to Stanley's Problem 4 on Differential Posets

Xinan Dai, Wenhao Deng, Yingdong Shi +2

In Problem 4 of his 1988 paper on differential posets, Stanley asked whether the weighted -multichain series of an arbitrary differential poset is always a rational multiple of…

math.CO2026

An Explicit Counterexample to Stanley's Rankwise Lower-Bound Conjecture for Differential Posets

Xinan Dai, Wenhao Deng, Yingdong Shi +2

In Problem 6 of his 1988 paper on differential posets, Stanley asked for the least possible cardinality of a fixed rank of an -differential poset and suggested that the minimum…

math.GR2026

An Exact Counterexample to Carlson's Associated-Prime Depth Conjecture from a Group of Order 128

Xinan Dai, Wenhao Deng, Yingdong Shi +2

In Question~3.1 of his 1995 paper on depth and transfer, Carlson asked whether the depth of a finite-group cohomology ring is always realized by the dimension of one of its associa…

cs.LG2026

One step further with Monte-Carlo sampler to guide diffusion better

Minsi Ren, Wenhao Deng, Ruiqi Feng +1

Stochastic differential equation (SDE)-based generative models have achieved substantial progress in conditional generation via training-free differentiable loss-guided approaches.…

cs.LG2026

GenCP: Towards Generative Modeling Paradigm of Coupled Physics

Tianrun Gao, Haoren Zheng, Wenhao Deng +5

Real-world physical systems are inherently complex, often involving the coupling of multiple physics, making their simulation both highly valuable and challenging. Many mainstream…

cs.LG2025

Unlocking Reasoning Capabilities in LLMs via Reinforcement Learning Exploration

Wenhao Deng, Long Wei, Chenglei Yu +1

Reinforcement learning with verifiable rewards (RLVR) has recently enhanced the reasoning capabilities of large language models (LLMs), particularly for mathematical problem solvin…

cs.AI2025

BuildArena: A Physics-Aligned Interactive Benchmark of LLMs for Engineering Construction

Tian Xia, Tianrun Gao, Wenhao Deng +4

Engineering construction automation aims to transform natural language specifications into physically viable structures, requiring complex integrated reasoning under strict physica…

cs.LG2025

From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control

Peiyan Hu, Xiaowei Qian, Wenhao Deng +8

The application of deep learning for partial differential equation (PDE)-constrained control is gaining increasing attention. However, existing methods rarely consider safety requi…