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24
2025-03
[Academic Leadership] From "Rugged Loss Landscapes" to Smooth Defense: Our school's ICLR Paper Revolutionizes 3D Action Recognition Security Systems
Human action recognition technology has been widely deployed in safety-critical domains closely tied to human life and property security, including autonomous driving, surveillance systems, and medical diagnostics. However, these systems face potential adversarial attack risks, which may severely endanger human lives and assets. A key challenge lies in the fact that while carefully crafted adve...
19
2025-03
[Academic Leadership] The TAET Framework Solves the Long-Tail Distribution Problem, Enhancing the Adversarial Robustness of Deep Neural Networks
When deploying deep neural networks in real-world scenarios, adversarial robustness becomes a thorny issue. Although adversarial training appears to be a clever strategy for fortifying models, existing research tends to favor the controlled environment of "balanced datasets," overlooking the uneven, long-tailed distribution of real-world data. This oversight significantly diminishes the models'...
17
2025-03
[Academic Leadership] Electromagnetic Interference Identification - Professor Guo Zhongyi's Team Proposes Novel Method for Few-Shot Radar Interference Recognition
The identification of radar interference in electromagnetic environments has always been a significant challenge for radar systems in communications, aeronautics, and astronautics. In the ever-changing electromagnetic landscape, various interference signals interweave and superimpose, affecting the detection performance and system stability of radars. Traditional identification methods are cons...
16
2025-03
Outstanding Alumnus QIAN Long, Investigator, Visits Our School to Provide Guidance on Standard Application
On March 14th, the School of Computer Science and Information Engineering held a report titled "Standards Empowering the Future - Decoding the Innovation Code of Education and Research" in the fifth conference room of Building A, Feicui Science and Education Building. The event featured QIAN Long, an investigator from the Anhui Provincial Market Supervision Administration, as the keynote speake...
11
2025-03
【Academic Star】CVPR 2025 Accepted Paper: ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding
The rapid advancement of multimodal large models has rendered the generation and dissemination of false information increasingly covert and complex. In response to this challenge, we have proposed a novel multimodal manipulation detection and grounding method—ASAP. Leveraging semantic enhancement technology, it precisely captures tampered content and integrates the Manipulation-Guided Cross At...
05
2025-03
【Academic Leadership】Sign-D2C Framework: A Breakthrough in Sign Language Technology Unveiled at CVPR, Empowering Seamless Communication for the Deaf Community
Sign language, a silent miracle of communication, is not only a shining gem in academic research but also a golden key for the deaf community to integrate into society. However, the leap forward in sign language technology has been hindered by the stumbling block of data scarcity. The team led by TANG Shengeng at our school has ignited hope with creativity—inventing a method to weave discrete ...
02
2025-03
【Academic Star】AI Can Not Only Read Emotions, But Also Tell You Why
Imagine if AI could not only inform you that "the user is angry," but also pinpoint the reason as "due to latency and poor service”-this is the charm of self-explanatory models. However, existing methods often "fail" on pre-trained models. The PLMR method proposed in this paper enhances the reliability of AI explanations by pruning irrelevant information, helping you truly understand the user'...
27
2025-02
【Academic Star】Congratulations to Our Faculty and Students for Having Their Research Paper Accepted by OFC 2025
Cracking the multi-dimensional symbol noise challenge. A novel 4D model significantly reduces computational complexity, enhances the accuracy of signal-to-noise ratio estimation in optical communications, and greatly diminishes errors, propelling the rapid advancement of optical communication modulation technology. Recently, DENG Jingxin, a 2022 graduate student from our school, has published a...
25
2025-02
Professor Yao Xin, Vice President of Lingnan University, Delivers Special Lecture at Our University
On the morning of February 20, Professor Yao Xin, Vice President of Lingnan University and a renowned expert in the field of international evolutionary computation, was invited to deliver a special lecture titled "When Evolutionary Computation Meets Trustworthy Artificial Intelligence" to faculty and students at our university. The lecture attracted nearly 200 participants from the School of Co...
18
2025-02
【Academic Leadership】The "Invisible Ink" of the AI Era: How to Conceal Astonishing Secrets in Chat Records
In ancient times, scholars used acrostic poems to convey secrets. Today, people rely on encryption software to protect privacy and transmit intelligence. However, encryption software is too conspicuous—like stamping "encrypted" on an envelope, making it obvious that there’s a secret inside. Now, AI has mastered the art of "invisible ink"—it can hide secrets within everyday conversations, AI-...
07
2025-02
[Academic Leadership] Joyous News Heralded by the Frantic Dance of the Golden Snake, Celebrating the New Year with Top Conference Papers
Recently, two paper from our faculty and students, titled "Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs" and "Fair Personalized Learner Modeling Without Sensitive Attributes," have been accepted by the interdisciplinary top conference ACM WWW 2025 (CCF-A). (Detailed content will be gradually released on the school's official WeChat public account...
20
2025-01
[Academic Star] Congratulations to Our Master's Student Wang Zihan for the Publication of the Research in the Prestigious International Journal TKDE
In December 2024, Wang Zihan, a master's student from the Media Computing Laboratory at the School of Computer Science and Information Engineering, Hefei University of Technology (supervised by Professor Wu Le), and their collaborators had their research paper titled “Making Non-overlapping Matters: An Unsupervised Alignment-enhanced Cross-Domain Cold-Start Recommendation” accepted as a full-...
15
2025-01
[Academic Star] Unveiling the "Supercar" Technology of Multi-Core Optical Fibers: 16D Voronoi Constellation Powers Faster and Farther Signal Transmission
Multi-core optical fibers, the "superhighway" of the optical communication world, are ushering us into a new era of information transmission. Recent research by our faculty and students has revealed that a 16D Voronoi Constellation (MLC-16D VC) can enable signals to travel faster and farther on this "highway". In a 50-kilometer experiment with four-core optical fibers, this technology not only ...
09
2025-01
[Academic Star] Unveiling the Causal Relationships Behind Data—Significant Advances Achieved by Our Doctoral Student in Federated Causal Discovery
In today's digital era, data flows through every facet of our lives like an ever-present stream: from interactions on social media to medical records in healthcare systems, from financial transactions to sensory data in smart cities. Beneath this seemingly disorganized data lies a complex web of causal relationships, which are essential for understanding the world. These relationships shed ligh...
06
2025-01
[Academic Rising Stars] Four Doctoral Students Selected for 2024 CAST Young Talent Support Program
The results of the CAST Young Talent Support Program, Doctoral Student Special Project, were recently announced. Four doctoral students from our school—Guo Xianjie (advisor: Yu Kui), Shen Hao (advisor: Zhao Zhongqiu), Yang Yonghui (advisor: Wu Le), and Shao Pengyang (advisor: Wang Meng)—were successfully selected, showcasing our school's outstanding achievements in cultivating high-level scie...
06
2025-01
Pioneering Launch: Our School Unveils First Four AI Courses
With the rapid development and widespread application of artificial intelligence technology, AI education has become an important pathway for cultivating future innovative talents. Against this backdrop, since the beginning of 2024, our school has actively planned and organized top-notch faculty to develop a series of AI courses.On January 6th, 2025, our school held a grand joint launch event f...
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