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Showing papers from University of Luxemburg Show all papers

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ECLIPSE: A Spacecraft Rendezvous Trajectories Dataset with Controlled In-Orbit Lighting Conditions

Nidhal Eddine Chenni, Arunkumar Rathinam, Abid Ali, Djamila Aouada

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 1 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 0/5
67%Highly rated
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The Scaling Paradox of Tool-Calling LLM Agents Under Realistic MCP Faults

Antonio Ken Iannillo, Joshua S Owotogbe, Roberto Natella, Francesco Avallone and 2 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 2 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 1/5
57%Worth a look
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Prevailing Bisimulation Metric Learning Is Biased: Implicit Regularization and Its Remedy

Junqi Lu, Ruixiang Sun, Xin Li, Gaopeng Peng and 2 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 1 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 1/5
45%Niche pick
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Feature-Context Consistency: Unsupervised Adversarial Detection with Drift Stability on Attributed Graphs

Firas Bayram, Maxime Cordy

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
67%Highly rated
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Invisible Ink, Visible Lies: How Production Watermarking Causes LLMs to Hallucinate

Haocheng Ye, Aoting Hu, Xinwei Zhang, Xunzhu Tang and 2 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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2/20 AI panelreviewers recommend it

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AI panel: 2 of 20 reviewers recommend it
lenient 1/5
medium 0/10
strict 1/5
80%Must read
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Text-to-CAD Evaluation with CADTests

CADTestBench introduces executable software tests to evaluate text-to-CAD models via geometric and topological requirements, showing test-guided baselines surpass current methods.

Dimitrios Mallis, Marco Wang, Ahmet Karadeniz, Elisa Ricci and 2 more

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 1/5
80%Must read
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Sequential Behavioral Watermarking for LLM Agents

SeqWM embeds watermarks into history-conditioned agent transition patterns, enabling position-agnostic trajectory verification that resists corruption where step-indexed methods fail.

Hyeseon An, Shinwoo Park, Dongsu Kim, Yo-Sub Han

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 0/5
86%Must read
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Counterfactual Rollout Replay: Forkable Environments as Free Process Rewards for Software Engineering Agents

Counterfactual Rollout Replay uses forkable environments to compute step-level return contrasts without human process labels, improving 14B SWE agent pass@1 by 5.0 points over outcome-only reinforcement learning.

Yuanhao li, Hongbo Wang, Xuhong Chen, Yiming Cao and 1 more

Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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14/20 AI panelreviewers recommend it

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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 1/5
78%Highly rated
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Predictive Geometry of Hidden Trajectories in Transformers

Hidden-state loss-to-go geometry near successful trajectories is governed by a pullback Fisher operator that reveals output-sensitive directions, enabling rank allocation, pruning, and distillation improvements.

Timur Mudarisov, Mikhail Burtsev, Tatiana Petrova, Radu State

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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11/20 AI panelreviewers recommend it

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AI panel: 11 of 20 reviewers recommend it
lenient 3/5
medium 7/10
strict 1/5