11 citations · 11 across the 10 of their papers we have counts for
10 papers
Danus: Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory
Jihao Liu, Guoxiong Gao, Zeming Sun +8
Recent LLM-based mathematical reasoning agents have begun to tackle research-level problems and, in several cases, have contributed to the resolution of open problems. However, sca…
Automated Conjecture Resolution with Formal Verification
Haocheng Ju, Guoxiong Gao, Jiedong Jiang +13
Recent advances in large language models have significantly improved their ability to perform mathematical reasoning, extending from elementary problem solving to increasingly capa…
Matlas: A Semantic Search Engine for Mathematics
Haocheng Ju, Leheng Chen, Peihao Wu +2
Retrieving mathematical knowledge is a central task in both human-driven research, such as determining whether a result already exists, finding related results, and identifying his…
AI for Mathematics: Progress, Challenges, and Prospects
Haocheng Ju, Bin Dong
AI for Mathematics (AI4Math) has emerged as a distinct field that leverages machine learning to navigate mathematical landscapes historically intractable for early symbolic systems…
Connected Theorems: A Graph-Based Approach to Evaluating Mathematical Results
Gergely Bérczi, Bin Dong, Haocheng Ju +1
The evaluation of mathematical results plays a central role in assessing researchers' contributions and shaping the direction of the field. Currently, such evaluations rely primari…
MIRB: Mathematical Information Retrieval Benchmark
Haocheng Ju, Bin Dong
Mathematical Information Retrieval (MIR) is the task of retrieving information from mathematical documents and plays a key role in various applications, including theorem search in…
REAL-Prover: Retrieval Augmented Lean Prover for Mathematical Reasoning
Ziju Shen, Naohao Huang, Fanyi Yang +11
Nowadays, formal theorem provers have made monumental progress on high-school and competition-level mathematics, but few of them generalize to more advanced mathematics. In this pa…
A Semantic Search Engine for Mathlib4
Guoxiong Gao, Haocheng Ju, Jiedong Jiang +2
The interactive theorem prover Lean enables the verification of formal mathematical proofs and is backed by an expanding community. Central to this ecosystem is its mathematical li…
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems
Haocheng Ju, Haimiao Zhang, Lin Li +2
Joint channel estimation and signal detection (JCESD) is crucial in orthogonal frequency division multiplexing (OFDM) systems, but traditional algorithms perform poorly in low sign…
CURE: Curvature Regularization For Missing Data Recovery
Bin Dong, Haocheng Ju, Yiping Lu +1
Missing data recovery is an important and yet challenging problem in imaging and data science. Successful models often adopt certain carefully chosen regularization. Recently, the…