

Biography: Yudong Zhang is a Chief Professor and Doctoral Supervisor at Southeast University, and a recipient of a national-level high-level talent award. He is a postdoctoral researcher from a top American university. He has held full-time and honorary teaching positions (including department head, chair professor, and full professor) at numerous universities in various countries (including the USA, UK, France, Australia, Spain, Saudi Arabia, Japan, etc.), many of which are ranked among the top 150 by QS or Times Higher Education. He has co-authored over 100 papers published in CAS Q1 journals. His Google citation is over 48k with an h-index of 116. He has repeatedly served as co-chair of IEEE and ACM conferences. He has also served as a reviewer for numerous prestigious awards and honors, including those for members of the National Academy of Engineering (NAE), the Royal Academy of Engineering (FREng), the Royal Society (FRS), the Marie Curie Fellowship, FIEEE, and FIET.
Abstract: Colorectal cancer (CRC) remains a pressing global healthcare challenge, demanding systematic advancements in its management paradigm. This report provides a high-level overview of the evolving landscape of CRC research and clinical practice, focusing on the transformative role of integrated innovation in diagnosis, therapy, and translational medicine. It highlights the strategic value of technological breakthroughs, including advanced diagnostic approaches, computer-aided solutions, and novel therapeutic strategies, in advancing CRC care. Concluding with key future research priorities centered on validation, safety, and preclinical translational studies, this work underscores the synergy between basic research and clinical application, offering a strategic outlook for mitigating the global CRC burden.
| Date | Speaker | Title | Materials |
|---|---|---|---|
| Apr 9, 2026 | Bin Gao | Low-rank Optimization Through the Lens of Geometry | [Poster] |
| Mar 31, 2026 | Zhuo Sun | Multilevel Control Functional | [Poster] |
| Mar 25, 2026 | Jiancheng Yang | Scaling Medical AI Without Scaling Cost in the Era of Generative AI | [Poster] |
| Mar 24, 2026 | Yang Cao | Differential Privacy in LLM Fine-Tuning: What It Protects, What It Costs, and What It Doesn’t | [Poster] |
| Mar 18, 2026 | Zijun Cui | AI + Knowledge: Unleashing the Power of Domain Knowledge for Advanced Artificial Intelligence | [Poster] |
| Mar 12, 2026 | Chenxi Yuan | Enhance Prediction of Alzheimer’s Disease with Generative AI | [Poster] |
| Mar 3, 2026 | Ren Wang | Robustness Through Collective Intelligence | [Poster] |
| Feb 28, 2026 | Huiyu Zhou | Constructing Masterpieces From Missing Pieces | [Poster] |
| Feb 10, 2026 | Guibo Luo | Benchmarking Multi-Party Privacy Computing and Exploring New Collaboration Paradigms | [Poster] |
| Feb 5, 2026 | Zeyu Zhang | Bridging Scene Understanding and Motion Generation in Robot Manipulation | [Poster] |
| Jan 28, 2026 | Md Sajid | Interpretable and Robust Randomized Neural Networks for Real-World Learning | [Poster] |
| Jan 21, 2026 | Bing Yang | Shape-Aware Deep Learning for AS-OCT Analysis: Segmentation and Structural Uncertainty | [Poster] |
| Jan 14, 2026 | Mengdi Zhao | Simulating Biological Intelligence: Bridging High-Fidelity Neuronal Modeling with Embodied Agents | [Poster] |
| Jan 7, 2026 | Xiangyu Chang | Research on Efficient and Fair Data Element Pricing Mechanisms | [Poster] |
| Dec 19, 2025 | Shujian Huang | Cross-lingual Knowledge Learning and Reasoning in Large Language Models | [Poster] |
| Dec 17, 2025 | Haotong Qin | Extreme Discretization: Towards Efficient Intelligence and Systems in the Scaling Era | [Poster] |
| Dec 3, 2025 | Ningning Ding | From Fair Unlearning Algorithms to Incentive-Compatible Mechanisms in Federated Unlearhing | [Poster] |
| Oct 23, 2025 | Raian Ali | AI Design vs. Human Attitude, Learning, and Dependency | [Poster] |
| Oct 22, 2025 | Yuwen Li | Higher Order Approximation Error Bounds for ReLU Neural Networks in Korobov Space | [Poster] |
| Oct 13, 2025 | Weijie Su | The ICML 2023 Ranking Experiment: Empirical Performance and Analysis of the Isotonic Mechanism | [Poster] |
| Sep 17, 2025 | Fanghui Liu | Bridging Theory and Practice: One-step Full Gradient Can Suffice for Low-rank Fine-tuning in LLMs | [Poster] |
| Aug 20, 2025 | Fan Yang | RNA Recognition and Targeted Degradation: Mechanisms and Engineering Strategies based on RNA-Binding Domains (RBDs) | [Poster] |
| Aug 4, 2025 | Tao Luo | The Theory of Parameter Condensation in Neural Networks | [Poster] |
| Jul 29, 2025 | Hangxin Liu | Embodied Mobile Manipulation: Trajectory Optimization vs. Diffusion | [Poster] |
| Jul 18, 2025 | Yide Liu | Constructing High-performance Robotic Insects With Origami Transmission Mechanism | [Poster] |
| Jul 15, 2025 | Hai Dong | Mobile Edge Intelligence: When AI Meets Mobile Edge Computing | [Poster] |
| Jun 30, 2025 | Guangyi Chen | Causal Representation Learning for Visual Understanding | [Poster] |