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135 Results
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Poster
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Wed 16:30 |
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense Mingkun Zhang · Keping Bi · Wei Chen · Quanrun Chen · Jiafeng Guo · Xueqi Cheng |
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Workshop
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Spatial Shortcuts in Graph Neural Controlled Differential Equations Michael Detzel · Gabriel Nobis · Jackie Ma · Wojciech Samek |
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Poster
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Fri 16:30 |
A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences Mingjia Li · Shuo Liu · Hong Qian · Aimin Zhou |
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Poster
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Thu 16:30 |
Discovery of the Hidden World with Large Language Models Chenxi Liu · Yongqiang Chen · Tongliang Liu · Mingming Gong · James Cheng · Bo Han · Kun Zhang |
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Workshop
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Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks Victor Yukio Shirasuna · Eduardo Soares · Emilio Vital Brazil · Karen Fiorella Gutierrez · Renato Cerqueira · Dmitry Zubarev · Kristin Schmidt |
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Workshop
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Sat 11:15 |
Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference Aniket Vashishtha · Abbavaram Gowtham Reddy · Abhinav Kumar · Saketh Bachu · Vineeth N Balasubramanian · Amit Sharma |
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Workshop
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Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference Aniket Vashishtha · Abbavaram Gowtham Reddy · Abhinav Kumar · Saketh Bachu · Vineeth N Balasubramanian · Amit Sharma |
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Workshop
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Counterfactual Token Generation in Large Language Models Ivi Chatzi · Nina Corvelo Benz · Eleni Straitouri · Stratis Tsirtsis · Manuel Rodriguez |
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Poster
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Wed 16:30 |
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion Zhenheng Tang · Yonggang Zhang · Peijie Dong · Yiu-ming Cheung · Amelie Zhou · Bo Han · Xiaowen Chu |
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Workshop
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Evaluating Interventional Reasoning Capabilities of Large Language Models Tejas Kasetty · Divyat Mahajan · Gintare Karolina Dziugaite · Alexandre Drouin · Dhanya Sridhar |
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Workshop
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Sat 8:45 |
Causality and Large Models Felix Leeb · Ching Lam Choi · Luigi Gresele · Josef Valvoda · Andrei Nicolicioiu · Xiusi Li · Patrik Reizinger · Sophie Xhonneux · Haoxuan Li · Mengyue Yang · Bernhard Schölkopf · Dhanya Sridhar |
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Workshop
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Reasoning with a Few Good Cross-Questions Greatly Enhances Causal Event Attribution in LLMs Sanyam Saxena · Sunita Sarawagi |